Yaniv Romano - RankMe

101 papers A* 21A 1B 2Misc 3Journal 70Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Synthetic-Powered Multiple Testing with FDR Control. CoRR Yonghoon Lee, Meshi Bashari, Edgar Dobriban, Yaniv Romano
2026	J	`jnl`	Testing For Distribution Shifts with Conditional Conformal Test Martingales. CoRR Shalev Shaer, Yarin Bar, Drew Prinster, Yaniv Romano
2025	J	`jnl`	Calibrated Predictive Lower Bounds on Time-to-Unsafe-Sampling in LLMs. CoRR Hen Davidov, Gilad Freidkin, Shai Feldman, Yaniv Romano
2025	J	`jnl`	Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting. CoRR Shai Feldman, Stephen Bates, Yaniv Romano
2025	A*	`conf`	Conformalized Survival Analysis for General Right-Censored Data. ICLR Hen Davidov, Shai Feldman, Gil Shamai, Ron Kimmel, Yaniv Romano
2025	—	`conf`	Learning a Continue-Thinking Token for Enhanced Test-Time Scaling. IJCNLP-AACL (long papers) Liran Ringel, Elad Tolochinsky, Yaniv Romano
2025	J	`jnl`	Learning a Continue-Thinking Token for Enhanced Test-Time Scaling. CoRR Liran Ringel, Elad Tolochinsky, Yaniv Romano
2025	J	`jnl`	Prediction-Powered Semi-Supervised Learning with Online Power Tuning. CoRR Noa Shoham, Ron Dorfman, Shalev Shaer, Kfir Y. Levy, Yaniv Romano
2025	A*	`conf`	Robust Conformal Outlier Detection under Contaminated Reference Data. ICML Meshi Bashari, Matteo Sesia, Yaniv Romano
2025	J	`jnl`	Robust Conformal Outlier Detection under Contaminated Reference Data. CoRR Meshi Bashari, Matteo Sesia, Yaniv Romano
2025	—	`conf`	Segment-Based Attention Masking for GPTs. ACL (1) Shahar Katz, Liran Ringel, Yaniv Romano, Lior Wolf
2025	J	`jnl`	Semi-Supervised Risk Control via Prediction-Powered Inference. IEEE Trans. Pattern Anal. Mach. Intell. Bat-Sheva Einbinder, Liran Ringel, Yaniv Romano
2025	J	`jnl`	Statistical Inference Leveraging Synthetic Data with Distribution-Free Guarantees. CoRR Meshi Bashari, Yonghoon Lee, Roy Maor Lotan, Edgar Dobriban, Yaniv Romano
2025	J	`jnl`	Synthetic-Powered Predictive Inference. CoRR Meshi Bashari, Roy Maor Lotan, Yonghoon Lee, Edgar Dobriban, Yaniv Romano
2025	J	`jnl`	Uncertainty-Aware Data-Efficient AI: An Information-Theoretic Perspective. CoRR Osvaldo Simeone, Yaniv Romano
2024	A*	`conf`	Early Time Classification with Accumulated Accuracy Gap Control. ICML Liran Ringel, Regev Cohen, Daniel Freedman, Michael Elad, Yaniv Romano
2024	J	`jnl`	Early Time Classification with Accumulated Accuracy Gap Control. CoRR Liran Ringel, Regev Cohen, Daniel Freedman, Michael Elad, Yaniv Romano
2024	J	`jnl`	Label Noise Robustness of Conformal Prediction. J. Mach. Learn. Res. Bat-Sheva Einbinder, Shai Feldman, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
2024	J	`jnl`	Pivotal Auto-Encoder via Self-Normalizing ReLU. CoRR Nelson Goldenstein, Jeremias Sulam, Yaniv Romano
2024	J	`jnl`	Pivotal Auto-Encoder via Self-Normalizing ReLU. IEEE Trans. Signal Process. Nelson Goldenstein, Jeremias Sulam, Yaniv Romano
2024	J	`jnl`	Principal Uncertainty Quantification With Spatial Correlation for Image Restoration Problems. IEEE Trans. Pattern Anal. Mach. Intell. Omer Belhasin, Yaniv Romano, Daniel Freedman, Ehud Rivlin, Michael Elad
2024	A*	`conf`	Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach. NeurIPS Yarin Bar, Shalev Shaer, Yaniv Romano
2024	J	`jnl`	Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach. CoRR Yarin Bar, Shalev Shaer, Yaniv Romano
2024	A*	`conf`	Provably Robust Conformal Prediction with Improved Efficiency. ICLR Ge Yan, Yaniv Romano, Tsui-Wei Weng
2024	J	`jnl`	Provably Robust Conformal Prediction with Improved Efficiency. CoRR Ge Yan, Yaniv Romano, Tsui-Wei Weng
2024	J	`jnl`	Quantum sparse coding. Quantum Mach. Intell. Yaniv Romano, Harel Primack, Talya Vaknin, Idan Meirzada, Ilan Karpas, Dov Furman, Chene Tradonsky, Ruti Ben-Shlomi
2024	A*	`conf`	Robust Conformal Prediction Using Privileged Information. NeurIPS Shai Feldman, Yaniv Romano
2024	J	`jnl`	Robust Conformal Prediction Using Privileged Information. CoRR Shai Feldman, Yaniv Romano
2024	J	`jnl`	Segment-Based Attention Masking for GPTs. CoRR Shahar Katz, Liran Ringel, Yaniv Romano, Lior Wolf
2024	J	`jnl`	Semi-Supervised Risk Control via Prediction-Powered Inference. CoRR Bat-Sheva Einbinder, Liran Ringel, Yaniv Romano
2024	J	`jnl`	Strategy-Proof Auctions through Conformal Prediction. CoRR Roy Maor Lotan, Inbal Talgam-Cohen, Yaniv Romano
2023	J	`jnl`	Achieving Risk Control in Online Learning Settings. Trans. Mach. Learn. Res. Shai Feldman, Liran Ringel, Stephen Bates, Yaniv Romano
2023	J	`jnl`	Calibrated Multiple-Output Quantile Regression with Representation Learning. J. Mach. Learn. Res. Shai Feldman, Stephen Bates, Yaniv Romano
2023	—	`conf`	Conformal Prediction is Robust to Dispersive Label Noise. COPA Shai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
2023	A*	`conf`	Conformal Prediction with Missing Values. ICML Margaux Zaffran, Aymeric Dieuleveut, Julie Josse, Yaniv Romano
2023	J	`jnl`	Conformal Prediction with Missing Values. CoRR Margaux Zaffran, Aymeric Dieuleveut, Julie Josse, Yaniv Romano
2023	J	`jnl`	Derandomized Novelty Detection with FDR Control via Conformal E-values. CoRR Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia
2023	A*	`conf`	Derandomized novelty detection with FDR control via conformal e-values. NeurIPS Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia
2023	A*	`conf`	Fast Nonlinear Vector Quantile Regression. ICLR Aviv A. Rosenberg, Sanketh Vedula, Yaniv Romano, Alexander M. Bronstein
2023	J	`jnl`	Learning to increase the power of conditional randomization tests. Mach. Learn. Shalev Shaer, Yaniv Romano
2023	J	`jnl`	Lightsolver challenges a leading deep learning solver for Max-2-SAT problems. CoRR Hod Wirzberger, Assaf Kalinski, Idan Meirzada, Harel Primack, Yaniv Romano, Chene Tradonsky, Ruti Ben-Shlomi
2023	A	`conf`	Model-X Sequential Testing for Conditional Independence via Testing by Betting. AISTATS Shalev Shaer, Gal Maman, Yaniv Romano
2023	J	`jnl`	Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems. CoRR Omer Belhasin, Yaniv Romano, Daniel Freedman, Ehud Rivlin, Michael Elad
2023	J	`jnl`	SHAP-XRT: The Shapley Value Meets Conditional Independence Testing. Trans. Mach. Learn. Res. Jacopo Teneggi, Beepul Bharti, Yaniv Romano, Jeremias Sulam
2022	A*	`conf`	Adversarially Robust Conformal Prediction. ICLR Asaf Gendler, Tsui-Wei Weng, Luca Daniel, Yaniv Romano
2022	A*	`conf`	An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings. ICML Meyer Scetbon, Laurent Meunier, Yaniv Romano
2022	J	`jnl`	Conformal Prediction is Robust to Label Noise. CoRR Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
2022	A*	`conf`	Coordinated Double Machine Learning. ICML Nitai Fingerhut, Matteo Sesia, Yaniv Romano
2022	J	`jnl`	Coordinated Double Machine Learning. CoRR Nitai Fingerhut, Matteo Sesia, Yaniv Romano
2022	J	`jnl`	Fast Nonlinear Vector Quantile Regression. CoRR Aviv A. Rosenberg, Sanketh Vedula, Yaniv Romano, Alex M. Bronstein
2022	J	`jnl`	From Shapley back to Pearson: Hypothesis Testing via the Shapley Value. CoRR Jacopo Teneggi, Beepul Bharti, Yaniv Romano, Jeremias Sulam
2022	A*	`conf`	Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging. ICML Anastasios N. Angelopoulos, Amit Pal Singh Kohli, Stephen Bates, Michael I. Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano
2022	J	`jnl`	Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging. CoRR Anastasios N. Angelopoulos, Amit P. S. Kohli, Stephen Bates, Michael I. Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano
2022	J	`jnl`	Learning to Increase the Power of Conditional Randomization Tests. CoRR Shalev Shaer, Yaniv Romano
2022	A*	`conf`	Semantic uncertainty intervals for disentangled latent spaces. NeurIPS Swami Sankaranarayanan, Anastasios Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
2022	J	`jnl`	Semantic uncertainty intervals for disentangled latent spaces. CoRR Swami Sankaranarayanan, Anastasios N. Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
2022	A*	`conf`	Training Uncertainty-Aware Classifiers with Conformalized Deep Learning. NeurIPS Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou
2022	J	`jnl`	Training Uncertainty-Aware Classifiers with Conformalized Deep Learning. CoRR Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou
2021	J	`jnl`	An 𝓁 CoRR Meyer Scetbon, Laurent Meunier, Yaniv Romano
2021	J	`jnl`	Calibrated Multiple-Output Quantile Regression with Representation Learning. CoRR Shai Feldman, Stephen Bates, Yaniv Romano
2021	A*	`conf`	Conformal Prediction using Conditional Histograms. NeurIPS Matteo Sesia, Yaniv Romano
2021	A*	`conf`	Improving Conditional Coverage via Orthogonal Quantile Regression. NeurIPS Shai Feldman, Stephen Bates, Yaniv Romano
2021	J	`jnl`	Improving Conditional Coverage via Orthogonal Quantile Regression. CoRR Shai Feldman, Stephen Bates, Yaniv Romano
2020	A*	`conf`	Achieving Equalized Odds by Resampling Sensitive Attributes. NeurIPS Yaniv Romano, Stephen Bates, Emmanuel J. Candès
2020	J	`jnl`	Achieving Equalized Odds by Resampling Sensitive Attributes. CoRR Yaniv Romano, Stephen Bates, Emmanuel J. Candès
2020	J	`jnl`	Adversarial Noise Attacks of Deep Learning Architectures: Stability Analysis via Sparse-Modeled Signals. J. Math. Imaging Vis. Yaniv Romano, Aviad Aberdam, Jeremias Sulam, Michael Elad
2020	A*	`conf`	Classification with Valid and Adaptive Coverage. NeurIPS Yaniv Romano, Matteo Sesia, Emmanuel J. Candès
2019	J	`jnl`	Acceleration of RED via vector extrapolation. J. Vis. Commun. Image Represent. Tao Hong, Yaniv Romano, Michael Elad
2019	A*	`conf`	Conformalized Quantile Regression. NeurIPS Yaniv Romano, Evan Patterson, Emmanuel J. Candès
2019	J	`jnl`	MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance. IEEE Trans. Signal Process. Dror Simon, Jeremias Sulam, Yaniv Romano, Yue M. Lu, Michael Elad
2019	—	`conf`	SOS Boosting for Image Deblurring Algorithms. EUSIPCO Shahar Romem Peled, Yaniv Romano, Michael Elad
2019	J	`jnl`	Unified Single-Image and Video Super-Resolution via Denoising Algorithms. IEEE Trans. Image Process. Alon Brifman, Yaniv Romano, Michael Elad
2019	J	`jnl`	With Malice Towards None: Assessing Uncertainty via Equalized Coverage. CoRR Yaniv Romano, Rina Foygel Barber, Chiara Sabatti, Emmanuel J. Candès
2018	J	`jnl`	Acceleration of RED via Vector Extrapolation. CoRR Tao Hong, Yaniv Romano, Michael Elad
2018	J	`jnl`	Classification Stability for Sparse-Modeled Signals. CoRR Yaniv Romano, Michael Elad
2018	J	`jnl`	Example-Based Image Synthesis via Randomized Patch-Matching. IEEE Trans. Image Process. Yi Ren, Yaniv Romano, Michael Elad
2018	J	`jnl`	Improving Pursuit Algorithms Using Stochastic Resonance. CoRR Dror Simon, Jeremias Sulam, Yaniv Romano, Yue M. Lu, Michael Elad
2018	J	`jnl`	Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning. IEEE Trans. Signal Process. Jeremias Sulam, Vardan Papyan, Yaniv Romano, Michael Elad
2018	Misc	`conf`	Projecting on to the Multi-Layer Convolutional Sparse Coding Model. ICASSP Jeremias Sulam, Vardan Papyan, Yaniv Romano, Michael Elad
2018	Misc	`conf`	RED-UCATION: A Novel CNN Architecture Based on Denoising Nonlinearities. ICASSP Yaniv Romano, Michael Elad, Peyman Milanfar
2018	J	`jnl`	Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks. IEEE Signal Process. Mag. Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad
2017	A*	`conf`	Convolutional Dictionary Learning via Local Processing. ICCV Vardan Papyan, Yaniv Romano, Michael Elad, Jeremias Sulam
2017	J	`jnl`	Convolutional Dictionary Learning via Local Processing. CoRR Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad
2017	J	`jnl`	Convolutional Neural Networks Analyzed via Convolutional Sparse Coding. J. Mach. Learn. Res. Vardan Papyan, Yaniv Romano, Michael Elad
2017	J	`jnl`	Dynamical system classification with diffusion embedding for ECG-based person identification. Signal Process. Jeremias Sulam, Yaniv Romano, Ronen Talmon
2017	J	`jnl`	Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning. CoRR Jeremias Sulam, Vardan Papyan, Yaniv Romano, Michael Elad
2017	J	`jnl`	On the Global-Local Dichotomy in Sparsity Modeling. CoRR Dmitry Batenkov, Yaniv Romano, Michael Elad
2017	J	`jnl`	RAISR: Rapid and Accurate Image Super Resolution. IEEE Trans. Computational Imaging Yaniv Romano, John Isidoro, Peyman Milanfar
2017	J	`jnl`	The Little Engine That Could: Regularization by Denoising (RED). SIAM J. Imaging Sci. Yaniv Romano, Michael Elad, Peyman Milanfar
2016	J	`jnl`	Con-Patch: When a Patch Meets Its Context. IEEE Trans. Image Process. Yaniv Romano, Michael Elad
2016	J	`jnl`	Con-Patch: When a Patch Meets its Context. CoRR Yaniv Romano, Michael Elad
2016	J	`jnl`	Convolutional Neural Networks Analyzed via Convolutional Sparse Coding. CoRR Vardan Papyan, Yaniv Romano, Michael Elad
2016	J	`jnl`	Example-Based Image Synthesis via Randomized Patch-Matching. CoRR Yi Ren, Yaniv Romano, Michael Elad
2016	J	`jnl`	RAISR: Rapid and Accurate Image Super Resolution. CoRR Yaniv Romano, John Isidoro, Peyman Milanfar
2016	J	`jnl`	The Little Engine that Could: Regularization by Denoising (RED). CoRR Yaniv Romano, Michael Elad, Peyman Milanfar
2016	B	`conf`	Turning a denoiser into a super-resolver using plug and play priors. ICIP Alon Brifman, Yaniv Romano, Michael Elad
2015	J	`jnl`	Boosting of Image Denoising Algorithms. SIAM J. Imaging Sci. Yaniv Romano, Michael Elad
2015	Misc	`conf`	Patch-disagreement as away to improve K-SVD denoising. ICASSP Yaniv Romano, Michael Elad
2015	J	`jnl`	SOS Boosting of Image Denoising Algorithms. CoRR Yaniv Romano, Michael Elad
2014	J	`jnl`	Single Image Interpolation Via Adaptive Nonlocal Sparsity-Based Modeling. IEEE Trans. Image Process. Yaniv Romano, Matan Protter, Michael Elad
2013	B	`conf`	Improving K-SVD denoising by post-processing its method-noise. ICIP Yaniv Romano, Michael Elad