Benjamin Recht

210 papers A* 32A 2B 3C 4Misc 5Journal 125Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Depth from Defocus via Direct Optimization. CoRR Holly Jackson, Caleb Adams, Ignacio Lopez-Francos, Benjamin Recht
2026	J	`jnl`	Gradient Descent Provably Solves Nonlinear Tomographic Reconstruction. IEEE Trans. Inf. Theory Sara Fridovich-Keil, Fabrizio Valdivia, Gordon Wetzstein, Benjamin Recht, Mahdi Soltanolkotabi
2025	J	`jnl`	Aggregated Individual Reporting for Post-Deployment Evaluation. CoRR Jessica Dai, Inioluwa Deborah Raji, Benjamin Recht, Irene Y. Chen
2025	A*	`conf`	From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms. ICML Jessica Dai, Paula Gradu, Inioluwa Deborah Raji, Benjamin Recht
2025	J	`jnl`	From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms. CoRR Jessica Dai, Paula Gradu, Inioluwa Deborah Raji, Benjamin Recht
2025	J	`jnl`	In Defense of Defensive Forecasting. CoRR Juan Carlos Perdomo, Benjamin Recht
2025	J	`jnl`	On Sampling Time and Invariance. IEEE Control. Syst. Lett. Spencer Schutz, Charlott Vallon, Benjamin Recht, Francesco Borrelli
2025	J	`jnl`	What is the objective of reasoning with reinforcement learning? CoRR Damek Davis, Benjamin Recht
2023	J	`jnl`	Gradient Descent Provably Solves Nonlinear Tomographic Reconstruction. CoRR Sara Fridovich-Keil, Fabrizio Valdivia, Gordon Wetzstein, Benjamin Recht, Mahdi Soltanolkotabi
2023	J	`jnl`	Interpolating Classifiers Make Few Mistakes. J. Mach. Learn. Res. Tengyuan Liang, Benjamin Recht
2023	A*	`conf`	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance. CVPR Sara Fridovich-Keil, Giacomo Meanti, Frederik Rahbæk Warburg, Benjamin Recht, Angjoo Kanazawa
2023	J	`jnl`	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance. CoRR Sara Fridovich-Keil, Giacomo Meanti, Frederik Warburg, Benjamin Recht, Angjoo Kanazawa
2023	—	`conf`	Online Control for Adaptive Tapering of Medications. CDC Paula Gradu, Benjamin Recht
2022	J	`jnl`	Active Learning for Nonlinear System Identification with Guarantees. J. Mach. Learn. Res. Horia Mania, Michael I. Jordan, Benjamin Recht
2022	A*	`conf`	Plenoxels: Radiance Fields without Neural Networks. CVPR Sara Fridovich-Keil, Alex Yu, Matthew Tancik, Qinhong Chen, Benjamin Recht, Angjoo Kanazawa
2022	A	`conf`	Towards Psychologically-Grounded Dynamic Preference Models. RecSys Mihaela Curmei, Andreas A. Haupt, Benjamin Recht, Dylan Hadfield-Menell
2022	J	`jnl`	Towards Psychologically-Grounded Dynamic Preference Models. CoRR Mihaela Curmei, Andreas A. Haupt, Dylan Hadfield-Menell, Benjamin Recht
2021	J	`jnl`	A Successive-Elimination Approach to Adaptive Robotic Source Seeking. IEEE Trans. Robotics Esther Rolf, David Fridovich-Keil, Max Simchowitz, Benjamin Recht, Claire J. Tomlin
2021	—	`conf`	Certainty Equivalent Perception-Based Control. L4DC Sarah Dean, Benjamin Recht
2021	A*	`conf`	Do Image Classifiers Generalize Across Time? ICCV Vaishaal Shankar, Achal Dave, Rebecca Roelofs, Deva Ramanan, Benjamin Recht, Ludwig Schmidt
2021	J	`jnl`	Interpolating Classifiers Make Few Mistakes. CoRR Tengyuan Liang, Benjamin Recht
2021	J	`jnl`	Patterns, predictions, and actions: A story about machine learning. CoRR Moritz Hardt, Benjamin Recht
2021	J	`jnl`	Plenoxels: Radiance Fields without Neural Networks. CoRR Alex Yu, Sara Fridovich-Keil, Matthew Tancik, Qinhong Chen, Benjamin Recht, Angjoo Kanazawa
2021	—	`conf`	Preface. L4DC Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger
2021	—	`ed.`	Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger
2021	A*	`conf`	Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability. ICML Mihaela Curmei, Sarah Dean, Benjamin Recht
2021	J	`jnl`	Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability. CoRR Mihaela Curmei, Sarah Dean, Benjamin Recht
2021	A*	`conf`	Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data. ICML Esther Rolf, Theodora T. Worledge, Benjamin Recht, Michael I. Jordan
2021	J	`jnl`	Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data. CoRR Esther Rolf, Theodora Worledge, Benjamin Recht, Michael I. Jordan
2021	—	`conf`	Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty. CDC Andrew J. Taylor, Victor D. Dorobantu, Sarah Dean, Benjamin Recht, Yisong Yue, Aaron D. Ames
2021	J	`jnl`	Understanding deep learning (still) requires rethinking generalization. Commun. ACM Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals
2020	J	`jnl`	A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery. CoRR Esther Rolf, Jonathan Proctor, Tamma Carleton, Ian Bolliger, Vaishaal Shankar, Miyabi Ishihara, Benjamin Recht, Solomon Hsiang
2020	—	`conf`	A System for Massively Parallel Hyperparameter Tuning. MLSys Liam Li, Kevin Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Jonathan Ben-tzur, Moritz Hardt, Benjamin Recht, Ameet Talwalkar
2020	J	`jnl`	Active Learning for Nonlinear System Identification with Guarantees. CoRR Horia Mania, Michael I. Jordan, Benjamin Recht
2020	J	`jnl`	Certainty Equivalent Perception-Based Control. CoRR Sarah Dean, Benjamin Recht
2020	J	`jnl`	Do Offline Metrics Predict Online Performance in Recommender Systems? CoRR Karl Krauth, Sarah Dean, Alex Zhao, Wenshuo Guo, Mihaela Curmei, Benjamin Recht, Michael I. Jordan
2020	A*	`conf`	Evaluating Machine Accuracy on ImageNet. ICML Vaishaal Shankar, Rebecca Roelofs, Horia Mania, Alex Fang, Benjamin Recht, Ludwig Schmidt
2020	J	`jnl`	Finding Equilibrium in Multi-Agent Games with Payoff Uncertainty. CoRR Wenshuo Guo, Mihaela Curmei, Serena Lutong Wang, Benjamin Recht, Michael I. Jordan
2020	Misc	`conf`	Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions. CoRL Sarah Dean, Andrew J. Taylor, Ryan K. Cosner, Benjamin Recht, Aaron D. Ames
2020	J	`jnl`	Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions. CoRR Sarah Dean, Andrew J. Taylor, Ryan K. Cosner, Benjamin Recht, Aaron D. Ames
2020	A*	`conf`	Measuring Robustness to Natural Distribution Shifts in Image Classification. NeurIPS Rohan Taori, Achal Dave, Vaishaal Shankar, Nicholas Carlini, Benjamin Recht, Ludwig Schmidt
2020	J	`jnl`	Measuring Robustness to Natural Distribution Shifts in Image Classification. CoRR Rohan Taori, Achal Dave, Vaishaal Shankar, Nicholas Carlini, Benjamin Recht, Ludwig Schmidt
2020	A*	`conf`	Neural Kernels Without Tangents. ICML Vaishaal Shankar, Alex Fang, Wenshuo Guo, Sara Fridovich-Keil, Jonathan Ragan-Kelley, Ludwig Schmidt, Benjamin Recht
2020	J	`jnl`	Neural Kernels Without Tangents. CoRR Vaishaal Shankar, Alex Fang, Wenshuo Guo, Sara Fridovich-Keil, Ludwig Schmidt, Jonathan Ragan-Kelley, Benjamin Recht
2020	J	`jnl`	On the Sample Complexity of the Linear Quadratic Regulator. Found. Comput. Math. Sarah Dean, Horia Mania, Nikolai Matni, Benjamin Recht, Stephen Tu
2020	A	`conf`	Post-Estimation Smoothing: A Simple Baseline for Learning with Side Information. AISTATS Esther Rolf, Michael I. Jordan, Benjamin Recht
2020	J	`jnl`	Post-Estimation Smoothing: A Simple Baseline for Learning with Side Information. CoRR Esther Rolf, Michael I. Jordan, Benjamin Recht
2020	—	`ed.`	Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, L4DC 2020, Online Event, Berkeley, CA, USA, 11-12 June 2020. Alexandre M. Bayen, Ali Jadbabaie, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger
2020	—	`conf`	Recommendations and user agency: the reachability of collaboratively-filtered information. FAT* Sarah Dean, Sarah Rich, Benjamin Recht
2020	—	`conf`	Robust Guarantees for Perception-Based Control. L4DC Sarah Dean, Nikolai Matni, Benjamin Recht, Vickie Ye
2020	—	`conf`	Serverless linear algebra. SoCC Vaishaal Shankar, Karl Krauth, Kailas Vodrahalli, Qifan Pu, Benjamin Recht, Ion Stoica, Jonathan Ragan-Kelley, Eric Jonas, Shivaram Venkataraman
2020	A*	`conf`	The Effect of Natural Distribution Shift on Question Answering Models. ICML John Miller, Karl Krauth, Benjamin Recht, Ludwig Schmidt
2020	J	`jnl`	The Effect of Natural Distribution Shift on Question Answering Models. CoRR John Miller, Karl Krauth, Benjamin Recht, Ludwig Schmidt
2020	J	`jnl`	Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty. CoRR Andrew J. Taylor, Victor D. Dorobantu, Sarah Dean, Benjamin Recht, Yisong Yue, Aaron D. Ames
2019	A*	`conf`	A Meta-Analysis of Overfitting in Machine Learning. NeurIPS Rebecca Roelofs, Vaishaal Shankar, Benjamin Recht, Sara Fridovich-Keil, Moritz Hardt, John Miller, Ludwig Schmidt
2019	J	`jnl`	A Tour of Reinforcement Learning: The View from Continuous Control. Annu. Rev. Control. Robotics Auton. Syst. Benjamin Recht
2019	J	`jnl`	A systematic framework for natural perturbations from videos. CoRR Vaishaal Shankar, Achal Dave, Rebecca Roelofs, Deva Ramanan, Benjamin Recht, Ludwig Schmidt
2019	A*	`conf`	Certainty Equivalence is Efficient for Linear Quadratic Control. NeurIPS Horia Mania, Stephen Tu, Benjamin Recht
2019	J	`jnl`	Certainty Equivalent Control of LQR is Efficient. CoRR Horia Mania, Stephen Tu, Benjamin Recht
2019	A*	`conf`	Do ImageNet Classifiers Generalize to ImageNet? ICML Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar
2019	J	`jnl`	Do ImageNet Classifiers Generalize to ImageNet? CoRR Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar
2019	A*	`conf`	Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator. NeurIPS Karl Krauth, Stephen Tu, Benjamin Recht
2019	J	`jnl`	Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator. CoRR Karl Krauth, Stephen Tu, Benjamin Recht
2019	J	`jnl`	First-order methods almost always avoid strict saddle points. Math. Program. Jason D. Lee, Ioannis Panageas, Georgios Piliouras, Max Simchowitz, Michael I. Jordan, Benjamin Recht
2019	A*	`conf`	Learning Linear Dynamical Systems with Semi-Parametric Least Squares. COLT Max Simchowitz, Ross Boczar, Benjamin Recht
2019	J	`jnl`	Learning Linear Dynamical Systems with Semi-Parametric Least Squares. CoRR Max Simchowitz, Ross Boczar, Benjamin Recht
2019	C	`conf`	Mathematical Models of Physiological Responses to Exercise. ACC Somayeh Sojoudi, Benjamin Recht, John C. Doyle
2019	C	`conf`	Minimax Lower Bounds for H∞-Norm Estimation. ACC Stephen Tu, Ross Boczar, Benjamin Recht
2019	A*	`conf`	Model Similarity Mitigates Test Set Overuse. NeurIPS Horia Mania, John Miller, Ludwig Schmidt, Moritz Hardt, Benjamin Recht
2019	J	`jnl`	Model Similarity Mitigates Test Set Overuse. CoRR Horia Mania, John Miller, Ludwig Schmidt, Moritz Hardt, Benjamin Recht
2019	J	`jnl`	Recommendations and User Agency: The Reachability of Collaboratively-Filtered Information. CoRR Sarah Dean, Sarah Rich, Benjamin Recht
2019	J	`jnl`	Robust Guarantees for Perception-Based Control. CoRR Sarah Dean, Nikolai Matni, Benjamin Recht, Vickie Ye
2019	C	`conf`	Safely Learning to Control the Constrained Linear Quadratic Regulator. ACC Sarah Dean, Stephen Tu, Nikolai Matni, Benjamin Recht
2019	A*	`conf`	The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint. COLT Stephen Tu, Benjamin Recht
2018	J	`jnl`	A Successive-Elimination Approach to Adaptive Robotic Sensing. CoRR Esther Rolf, David Fridovich-Keil, Max Simchowitz, Benjamin Recht, Claire J. Tomlin
2018	J	`jnl`	A Tour of Reinforcement Learning: The View from Continuous Control. CoRR Benjamin Recht
2018	J	`jnl`	Do CIFAR-10 Classifiers Generalize to CIFAR-10? CoRR Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar
2018	—	`conf`	Finite-Data Performance Guarantees for the Output-Feedback Control of an Unknown System. CDC Ross Boczar, Nikolai Matni, Benjamin Recht
2018	J	`jnl`	Finite-Data Performance Guarantees for the Output-Feedback Control of an Unknown System. CoRR Ross Boczar, Nikolai Matni, Benjamin Recht
2018	J	`jnl`	Gradient Descent Learns Linear Dynamical Systems. J. Mach. Learn. Res. Moritz Hardt, Tengyu Ma, Benjamin Recht
2018	A*	`conf`	Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification. COLT Max Simchowitz, Horia Mania, Stephen Tu, Michael I. Jordan, Benjamin Recht
2018	J	`jnl`	Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification. CoRR Max Simchowitz, Horia Mania, Stephen Tu, Michael I. Jordan, Benjamin Recht
2018	A*	`conf`	Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator. ICML Stephen Tu, Benjamin Recht
2018	J	`jnl`	Massively Parallel Hyperparameter Tuning. CoRR Liam Li, Kevin Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Moritz Hardt, Benjamin Recht, Ameet Talwalkar
2018	J	`jnl`	Minimax Lower Bounds for ℋ CoRR Stephen Tu, Ross Boczar, Benjamin Recht
2018	C	`conf`	On the Approximation of Toeplitz Operators for Nonparametric H ACC Stephen Tu, Ross Boczar, Benjamin Recht
2018	A*	`conf`	Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator. NeurIPS Sarah Dean, Horia Mania, Nikolai Matni, Benjamin Recht, Stephen Tu
2018	J	`jnl`	Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator. CoRR Sarah Dean, Horia Mania, Nikolai Matni, Benjamin Recht, Stephen Tu
2018	J	`jnl`	Safely Learning to Control the Constrained Linear Quadratic Regulator. CoRR Sarah Dean, Stephen Tu, Nikolai Matni, Benjamin Recht
2018	J	`jnl`	Sharp Time-Data Tradeoffs for Linear Inverse Problems. IEEE Trans. Inf. Theory Samet Oymak, Benjamin Recht, Mahdi Soltanolkotabi
2018	A*	`conf`	Simple random search of static linear policies is competitive for reinforcement learning. NeurIPS Horia Mania, Aurelia Guy, Benjamin Recht
2018	J	`jnl`	Simple random search provides a competitive approach to reinforcement learning. CoRR Horia Mania, Aurelia Guy, Benjamin Recht
2018	J	`jnl`	The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint. CoRR Stephen Tu, Benjamin Recht
2018	J	`jnl`	Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner Law. CoRR Max Simchowitz, Ahmed El Alaoui, Benjamin Recht
2018	A*	`conf`	Tight query complexity lower bounds for PCA via finite sample deformed wigner law. STOC Max Simchowitz, Ahmed El Alaoui, Benjamin Recht
2018	J	`jnl`	numpywren: serverless linear algebra. CoRR Vaishaal Shankar, Karl Krauth, Qifan Pu, Eric Jonas, Shivaram Venkataraman, Ion Stoica, Benjamin Recht, Jonathan Ragan-Kelley
2017	—	`conf`	A step towards quantifying when an algorithm can and cannot predict an individual's wellbeing. UbiComp/ISWC Adjunct Orianna Demasi, Benjamin Recht
2017	J	`jnl`	An example of how false conclusions could be made with personalized health tracking and suggestions for avoiding similar situations. CoRR Orianna Demasi, Benjamin Recht
2017	A*	`conf`	Breaking Locality Accelerates Block Gauss-Seidel. ICML Stephen Tu, Shivaram Venkataraman, Ashia C. Wilson, Alex Gittens, Michael I. Jordan, Benjamin Recht
2017	A*	`conf`	Drizzle: Fast and Adaptable Stream Processing at Scale. SOSP Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, Ion Stoica
2017	J	`jnl`	Exponential Stability Analysis via Integral Quadratic Constraints. CoRR Ross Boczar, Laurent Lessard, Andrew K. Packard, Benjamin Recht
2017	J	`jnl`	First-order Methods Almost Always Avoid Saddle Points. CoRR Jason D. Lee, Ioannis Panageas, Georgios Piliouras, Max Simchowitz, Michael I. Jordan, Benjamin Recht
2017	J	`jnl`	Flare Prediction Using Photospheric and Coronal Image Data. CoRR Eric Jonas, Monica G. Bobra, Vaishaal Shankar, J. Todd Hoeksema, Benjamin Recht
2017	J	`jnl`	Ground Control to Major Tom: the importance of field surveys in remotely sensed data analysis. CoRR Ian Bolliger, Tamma Carleton, Solomon Hsiang, Jonathan Kadish, Jonathan Proctor, Benjamin Recht, Esther Rolf, Vaishaal Shankar
2017	A*	`conf`	KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics. ICDE Evan Randall Sparks, Shivaram Venkataraman, Tomer Kaftan, Michael J. Franklin, Benjamin Recht
2017	J	`jnl`	Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator. CoRR Stephen Tu, Benjamin Recht
2017	J	`jnl`	Meaningless comparisons lead to false optimism in medical machine learning. CoRR Orianna Demasi, Konrad P. Körding, Benjamin Recht
2017	J	`jnl`	Non-Asymptotic Analysis of Robust Control from Coarse-Grained Identification. CoRR Stephen Tu, Ross Boczar, Andrew K. Packard, Benjamin Recht
2017	J	`jnl`	Occupy the Cloud: Distributed Computing for the 99%. CoRR Eric Jonas, Shivaram Venkataraman, Ion Stoica, Benjamin Recht
2017	—	`conf`	Occupy the cloud: distributed computing for the 99%. SoCC Eric Jonas, Qifan Pu, Shivaram Venkataraman, Ion Stoica, Benjamin Recht
2017	J	`jnl`	On the Approximation of Toeplitz Operators for Nonparametric $\mathcal{H}_\infty$-norm Estimation. CoRR Stephen Tu, Ross Boczar, Benjamin Recht
2017	J	`jnl`	On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation. CoRR Max Simchowitz, Ahmed El Alaoui, Benjamin Recht
2017	J	`jnl`	On the Sample Complexity of the Linear Quadratic Regulator. CoRR Sarah Dean, Horia Mania, Nikolai Matni, Benjamin Recht, Stephen Tu
2017	J	`jnl`	Perturbed Iterate Analysis for Asynchronous Stochastic Optimization. SIAM J. Optim. Horia Mania, Xinghao Pan, Dimitris S. Papailiopoulos, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2017	J	`jnl`	Saturating Splines and Feature Selection. J. Mach. Learn. Res. Nicholas Boyd, Trevor Hastie, Stephen P. Boyd, Benjamin Recht, Michael I. Jordan
2017	J	`jnl`	The Alternating Descent Conditional Gradient Method for Sparse Inverse Problems. SIAM J. Optim. Nicholas Boyd, Geoffrey Schiebinger, Benjamin Recht
2017	—	`conf`	The Marginal Value of Adaptive Gradient Methods in Machine Learning. NIPS Ashia C. Wilson, Rebecca Roelofs, Mitchell Stern, Nati Srebro, Benjamin Recht
2017	J	`jnl`	The Marginal Value of Adaptive Gradient Methods in Machine Learning. CoRR Ashia C. Wilson, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, Benjamin Recht
2017	A*	`conf`	The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime. COLT Max Simchowitz, Kevin Jamieson, Benjamin Recht
2017	J	`jnl`	The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime. CoRR Max Simchowitz, Kevin Jamieson, Benjamin Recht
2017	—	`conf`	Understanding deep learning requires rethinking generalization. ICLR Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals
2016	J	`jnl`	A Lyapunov Analysis of Momentum Methods in Optimization. CoRR Ashia C. Wilson, Benjamin Recht, Michael I. Jordan
2016	J	`jnl`	Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints. SIAM J. Optim. Laurent Lessard, Benjamin Recht, Andrew K. Packard
2016	J	`jnl`	Best-of-K Bandits. CoRR Max Simchowitz, Kevin Jamieson, Benjamin Recht
2016	A*	`conf`	Best-of-K-bandits. COLT Max Simchowitz, Kevin Jamieson, Benjamin Recht
2016	J	`jnl`	CYCLADES: Conflict-free Asynchronous Machine Learning. CoRR Xinghao Pan, Maximilian Lam, Stephen Tu, Dimitris S. Papailiopoulos, Ce Zhang, Michael I. Jordan, Kannan Ramchandran, Christopher Ré, Benjamin Recht
2016	—	`conf`	Detecting change in depressive symptoms from daily wellbeing questions, personality, and activity. Wireless Health Orianna Demasi, Adrián Aguilera, Benjamin Recht
2016	Misc	`conf`	Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics. NSDI Shivaram Venkataraman, Zongheng Yang, Michael J. Franklin, Benjamin Recht, Ion Stoica
2016	J	`jnl`	Gradient Descent Converges to Minimizers. CoRR Jason D. Lee, Max Simchowitz, Michael I. Jordan, Benjamin Recht
2016	J	`jnl`	Gradient Descent Learns Linear Dynamical Systems. CoRR Moritz Hardt, Tengyu Ma, Benjamin Recht
2016	A*	`conf`	Gradient Descent Only Converges to Minimizers. COLT Jason D. Lee, Max Simchowitz, Michael I. Jordan, Benjamin Recht
2016	J	`jnl`	KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics. CoRR Evan Randall Sparks, Shivaram Venkataraman, Tomer Kaftan, Michael J. Franklin, Benjamin Recht
2016	J	`jnl`	Large Scale Kernel Learning using Block Coordinate Descent. CoRR Stephen Tu, Rebecca Roelofs, Shivaram Venkataraman, Benjamin Recht
2016	J	`jnl`	On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem. CoRR Kevin Jamieson, Daniel Haas, Benjamin Recht
2016	—	`conf`	The Power of Adaptivity in Identifying Statistical Alternatives. NIPS Kevin Jamieson, Daniel Haas, Benjamin Recht
2016	J	`jnl`	Understanding deep learning requires rethinking generalization. CoRR Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals
2016	J	`jnl`	Universality of Mallows' and degeneracy of Kendall's kernels for rankings. CoRR Horia Mania, Aaditya Ramdas, Martin J. Wainwright, Michael I. Jordan, Benjamin Recht
2015	A*	`conf`	A General Analysis of the Convergence of ADMM. ICML Robert Nishihara, Laurent Lessard, Benjamin Recht, Andrew K. Packard, Michael I. Jordan
2015	J	`jnl`	A General Analysis of the Convergence of ADMM. CoRR Robert Nishihara, Laurent Lessard, Benjamin Recht, Andrew K. Packard, Michael I. Jordan
2015	J	`jnl`	Exponential Convergence Bounds using Integral Quadratic Constraints. CoRR Ross Boczar, Laurent Lessard, Benjamin Recht
2015	—	`conf`	Exponential convergence bounds using integral quadratic constraints. CDC Ross Boczar, Laurent Lessard, Benjamin Recht
2015	J	`jnl`	Isometric sketching of any set via the Restricted Isometry Property. CoRR Samet Oymak, Benjamin Recht, Mahdi Soltanolkotabi
2015	J	`jnl`	Near Minimax Line Spectral Estimation. IEEE Trans. Inf. Theory Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2015	—	`conf`	Parallel Correlation Clustering on Big Graphs. NIPS Xinghao Pan, Dimitris S. Papailiopoulos, Samet Oymak, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2015	J	`jnl`	Parallel Correlation Clustering on Big Graphs. CoRR Xinghao Pan, Dimitris S. Papailiopoulos, Samet Oymak, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2015	J	`jnl`	Perturbed Iterate Analysis for Asynchronous Stochastic Optimization. CoRR Horia Mania, Xinghao Pan, Dimitris S. Papailiopoulos, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2015	J	`jnl`	Sharp Time-Data Tradeoffs for Linear Inverse Problems. CoRR Samet Oymak, Benjamin Recht, Mahdi Soltanolkotabi
2015	J	`jnl`	Superresolution without Separation. CoRR Geoffrey Schiebinger, Elina Robeva, Benjamin Recht
2015	—	`conf`	Superresolution without separation. CAMSAP Geoffrey Schiebinger, Elina Robeva, Benjamin Recht
2015	J	`jnl`	The Randomized Causation Coefficient. J. Mach. Learn. Res. David Lopez-Paz, Krikamol Muandet, Benjamin Recht
2015	—	`conf`	The alternating descent conditional gradient method for sparse inverse problems. CAMSAP Nicholas Boyd, Geoffrey Schiebinger, Benjamin Recht
2015	J	`jnl`	Train faster, generalize better: Stability of stochastic gradient descent. CoRR Moritz Hardt, Benjamin Recht, Yoram Singer
2014	J	`jnl`	Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints. CoRR Laurent Lessard, Benjamin Recht, Andrew K. Packard
2014	J	`jnl`	Blind Deconvolution Using Convex Programming. IEEE Trans. Inf. Theory Ali Ahmed, Benjamin Recht, Justin K. Romberg
2014	J	`jnl`	Compressive classification and the rare eclipse problem. CoRR Afonso S. Bandeira, Dustin G. Mixon, Benjamin Recht
2014	Misc	`conf`	Robust line spectral estimation. ACSSC Gongguo Tang, Parikshit Shah, Badri Narayan Bhaskar, Benjamin Recht
2013	J	`jnl`	Atomic Norm Denoising With Applications to Line Spectral Estimation. IEEE Trans. Signal Process. Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2013	J	`jnl`	Compressed Sensing Off the Grid. IEEE Trans. Inf. Theory Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
2013	J	`jnl`	Decomposition Methods for Large Scale LP Decoding. IEEE Trans. Inf. Theory Siddharth Barman, Xishuo Liu, Stark C. Draper, Benjamin Recht
2013	J	`jnl`	Near Minimax Line Spectral Estimation CoRR Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2013	Misc	`conf`	Near minimax line spectral estimation. CISS Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2013	J	`jnl`	Parallel stochastic gradient algorithms for large-scale matrix completion. Math. Program. Comput. Benjamin Recht, Christopher Ré
2013	J	`jnl`	Simple bounds for recovering low-complexity models. Math. Program. Emmanuel J. Candès, Benjamin Recht
2013	Misc	`conf`	Sparse recovery over continuous dictionaries-just discretize. ACSSC Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
2012	J	`jnl`	Atomic norm denoising with applications to line spectral estimation CoRR Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2012	J	`jnl`	Blind Deconvolution using Convex Programming CoRR Ali Ahmed, Benjamin Recht, Justin K. Romberg
2012	J	`jnl`	Compressed Sensing off the Grid CoRR Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
2012	—	`conf`	Compressive sensing off the grid. Allerton Conference Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
2012	J	`jnl`	Decomposition Methods for Large Scale LP Decoding CoRR Siddharth Barman, Xishuo Liu, Stark C. Draper, Benjamin Recht
2012	J	`jnl`	Exact matrix completion via convex optimization. Commun. ACM Emmanuel J. Candès, Benjamin Recht
2012	J	`jnl`	Factoring nonnegative matrices with linear programs CoRR Victor Bittorf, Benjamin Recht, Christopher Ré, Joel A. Tropp
2012	—	`conf`	K-subspaces with missing data. SSP Laura Balzano, Arthur Szlam, Benjamin Recht, Robert D. Nowak
2012	J	`jnl`	Linear System Identification via Atomic Norm Regularization CoRR Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2012	—	`conf`	Linear system identification via atomic norm regularization. CDC Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
2012	J	`jnl`	Query Complexity of Derivative-Free Optimization CoRR Kevin G. Jamieson, Robert D. Nowak, Benjamin Recht
2012	—	`conf`	Query Complexity of Derivative-Free Optimization. NIPS Kevin G. Jamieson, Robert D. Nowak, Benjamin Recht
2012	—	`conf`	Security Analysis of Smartphone Point-of-Sale Systems. WOOT WesLee Frisby, Benjamin Moench, Benjamin Recht, Thomas Ristenpart
2012	B	`conf`	Suppressing pseudocodewords by penalizing the objective of LP decoding. ITW Xishuo Liu, Stark C. Draper, Benjamin Recht
2012	J	`jnl`	The Convex Geometry of Linear Inverse Problems. Found. Comput. Math. Venkat Chandrasekaran, Benjamin Recht, Pablo A. Parrilo, Alan S. Willsky
2012	—	`conf`	The l1 penalized decoder and its reweighted LP. Allerton Conference Xishuo Liu, Stark C. Draper, Benjamin Recht
2012	A*	`conf`	Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences. COLT Benjamin Recht, Christopher Ré
2012	—	`conf`	Towards a unified architecture for in-RDBMS analytics. SIGMOD Conference Xixuan Feng, Arun Kumar, Benjamin Recht, Christopher Ré
2011	A*	`conf`	A Framework for Incorporating General Domain Knowledge into Latent Dirichlet Allocation Using First-Order Logic. IJCAI David Andrzejewski, Xiaojin Zhu, Mark Craven, Benjamin Recht
2011	J	`jnl`	A Simpler Approach to Matrix Completion. J. Mach. Learn. Res. Benjamin Recht
2011	—	`conf`	Atomic norm denoising with applications to line spectral estimation. Allerton Badri Narayan Bhaskar, Benjamin Recht
2011	—	`conf`	Decomposition methods for large scale LP decoding. Allerton Siddharth Barman, Xishuo Liu, Stark C. Draper, Benjamin Recht
2011	J	`jnl`	HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent CoRR Feng Niu, Benjamin Recht, Christopher Ré, Stephen J. Wright
2011	—	`conf`	Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent. NIPS Benjamin Recht, Christopher Ré, Stephen J. Wright, Feng Niu
2011	J	`jnl`	Null space conditions and thresholds for rank minimization. Math. Program. Benjamin Recht, Weiyu Xu, Babak Hassibi
2011	J	`jnl`	Probability of unique integer solution to a system of linear equations. Eur. J. Oper. Res. O. L. Mangasarian, Benjamin Recht
2011	J	`jnl`	Simple Bounds for Low-complexity Model Reconstruction CoRR Emmanuel J. Candès, Benjamin Recht
2011	J	`jnl`	Tight Measurement Bounds for Exact Recovery of Structured Sparse Signals. CoRR Nikhil Rao, Benjamin Recht, Robert D. Nowak
2010	J	`jnl`	Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization. SIAM Rev. Benjamin Recht, Maryam Fazel, Pablo A. Parrilo
2010	J	`jnl`	High-Dimensional Matched Subspace Detection When Data are Missing CoRR Laura Balzano, Benjamin Recht, Robert D. Nowak
2010	B	`conf`	High-dimensional Matched Subspace Detection when data are missing. ISIT Laura Balzano, Benjamin Recht, Robert D. Nowak
2010	J	`jnl`	Online Identification and Tracking of Subspaces from Highly Incomplete Information CoRR Laura Balzano, Robert D. Nowak, Benjamin Recht
2010	—	`conf`	Online identification and tracking of subspaces from highly incomplete information. Allerton Laura Balzano, Robert Nowak, Benjamin Recht
2010	B	`conf`	Sample complexity for 1-bit compressed sensing and sparse classification. ISIT Ankit Gupta, Robert D. Nowak, Benjamin Recht
2010	—	`conf`	The Convex algebraic geometry of linear inverse problems. Allerton Venkat Chandrasekaran, Benjamin Recht, Pablo A. Parrilo, Alan S. Willsky
2009	J	`jnl`	A Simpler Approach to Matrix Completion CoRR Benjamin Recht
2009	J	`jnl`	Exact Matrix Completion via Convex Optimization. Found. Comput. Math. Emmanuel J. Candès, Benjamin Recht
2009	A*	`conf`	Learning kernels from indefinite similarities. ICML Yihua Chen, Maya R. Gupta, Benjamin Recht
2008	—	`conf`	Determining interconnections in biochemical networks using linear programming. CDC Elias August, Antonis Papachristodoulou, Benjamin Recht, Mark Andrew James Roberts, Ali Jadbabaie
2008	J	`jnl`	Exact Matrix Completion via Convex Optimization CoRR Emmanuel J. Candès, Benjamin Recht
2008	—	`conf`	Exact low-rank matrix completion via convex optimization. Allerton Emmanuel J. Candès, Benjamin Recht
2008	—	`conf`	Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization. CDC Benjamin Recht, Weiyu Xu, Babak Hassibi
2008	—	`conf`	Uniform approximation of functions with random bases. Allerton Ali Rahimi, Benjamin Recht
2008	—	`conf`	Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning. NIPS Ali Rahimi, Benjamin Recht
2007	—	`conf`	Random Features for Large-Scale Kernel Machines. NIPS Ali Rahimi, Benjamin Recht
2004	J	`jnl`	Distributed control of systems over discrete Groups. IEEE Trans. Autom. Control. Benjamin Recht, Raffaello D'Andrea