Shankar Krishnan

85 papers A* 9A 3B 11C 2Misc 1Journal 42Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Training neural networks faster with minimal tuning using pre-computed lists of hyperparameters for NAdamW. CoRR Sourabh Medapati, Priya Kasimbeg, Shankar Krishnan, Naman Agarwal, George E. Dahl
2024	J	`jnl`	A review on fall detection systems in bathrooms: challenges and opportunities. Multim. Tools Appl. Ramanujam Elangovan, Thinagaran Perumal, Shankar Krishnan
2024	A*	`conf`	On the Inductive Bias of Stacking Towards Improving Reasoning. NeurIPS Nikunj Saunshi, Stefani Karp, Shankar Krishnan, Sobhan Miryoosefi, Sashank Jakkam Reddi, Sanjiv Kumar
2024	J	`jnl`	On the Inductive Bias of Stacking Towards Improving Reasoning. CoRR Nikunj Saunshi, Stefani Karp, Shankar Krishnan, Sobhan Miryoosefi, Sashank J. Reddi, Sanjiv Kumar
2023	J	`jnl`	Benchmarking Neural Network Training Algorithms. CoRR George E. Dahl, Frank Schneider, Zachary Nado, Naman Agarwal, Chandramouli Shama Sastry, Philipp Hennig, Sourabh Medapati, Runa Eschenhagen, Priya Kasimbeg, Daniel Suo, Juhan Bae, Justin Gilmer, Abel L. Peirson, Bilal Khan, Rohan Anil, Mike Rabbat, Shankar Krishnan, Daniel Snider, Ehsan Amid, Kongtao Chen, Chris J. Maddison, Rakshith Vasudev, Michal Badura, Ankush Garg, Peter Mattson
2023	A*	`conf`	Efficient Training of Language Models using Few-Shot Learning. ICML Sashank J. Reddi, Sobhan Miryoosefi, Stefani Karp, Shankar Krishnan, Satyen Kale, Seungyeon Kim, Sanjiv Kumar
2023	J	`jnl`	Fall Detection Systems at Night. Computer Ramanujam Elangovan, Thinagaran Perumal, Shankar Krishnan
2022	J	`jnl`	Adaptive Gradient Methods at the Edge of Stability. CoRR Jeremy Cohen, Behrooz Ghorbani, Shankar Krishnan, Naman Agarwal, Sourabh Medapati, Michal Badura, Daniel Suo, David Cardoze, Zachary Nado, George E. Dahl, Justin Gilmer
2021	A*	`conf`	A unifying view on implicit bias in training linear neural networks. ICLR Chulhee Yun, Shankar Krishnan, Hossein Mobahi
2020	J	`jnl`	A Unifying View on Implicit Bias in Training Linear Neural Networks. CoRR Chulhee Yun, Shankar Krishnan, Hossein Mobahi
2020	J	`jnl`	Explaining Memorization and Generalization: A Large-Scale Study with Coherent Gradients. CoRR Piotr Zielinski, Shankar Krishnan, Satrajit Chatterjee
2020	A*	`conf`	Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks. CVPR Saurabh Singh, Shankar Krishnan
2019	A*	`conf`	An Investigation into Neural Net Optimization via Hessian Eigenvalue Density. ICML Behrooz Ghorbani, Shankar Krishnan, Ying Xiao
2019	J	`jnl`	An Investigation into Neural Net Optimization via Hessian Eigenvalue Density. CoRR Behrooz Ghorbani, Shankar Krishnan, Ying Xiao
2019	J	`jnl`	Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks. CoRR Saurabh Singh, Shankar Krishnan
2018	—	`conf`	Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. ICLR (Poster) Shankar Krishnan, Ying Xiao, Rif A. Saurous
2017	J	`jnl`	Effect of Retransmissions on Optimal Caching in Cache-Enabled Small Cell Networks. IEEE Trans. Veh. Technol. Shankar Krishnan, Mehrnaz Afshang, Harpreet S. Dhillon
2017	J	`jnl`	Effect of User Mobility on the Performance of Device-to-Device Networks With Distributed Caching. IEEE Wirel. Commun. Lett. Shankar Krishnan, Harpreet S. Dhillon
2017	B	`conf`	Exact Characterization of Spatio-Temporal Joint Coverage Probability in Cellular Networks. WCNC Shankar Krishnan, Harpreet S. Dhillon
2017	J	`jnl`	Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. CoRR Shankar Krishnan, Ying Xiao, Rif A. Saurous
2017	J	`jnl`	Spatio-Temporal Interference Correlation and Joint Coverage in Cellular Networks. IEEE Trans. Wirel. Commun. Shankar Krishnan, Harpreet S. Dhillon
2016	J	`jnl`	Effect of Retransmissions on Optimal Caching in Cache-enabled Small Cell Networks. CoRR Shankar Krishnan, Mehrnaz Afshang, Harpreet S. Dhillon
2016	J	`jnl`	Effect of User Mobility on the Performance of Device-to-Device Networks with Distributed Caching. CoRR Shankar Krishnan, Harpreet S. Dhillon
2016	J	`jnl`	Spatio-temporal Interference Correlation and Joint Coverage in Cellular Networks. CoRR Shankar Krishnan, Harpreet S. Dhillon
2015	Misc	`conf`	Distributed caching in device-to-device networks: A stochastic geometry perspective. ACSSC Shankar Krishnan, Harpreet S. Dhillon
2013	J	`jnl`	Accelerated Bilateral Filtering With Block Skipping. IEEE Signal Process. Lett. Chao Tian, Shankar Krishnan
2013	A	`conf`	COAST: A Convex Optimization Approach to Stress-Based Embedding. GD Emden R. Gansner, Yifan Hu, Shankar Krishnan
2013	J	`jnl`	COAST: A Convex Optimization Approach to Stress-Based Embedding. CoRR Emden R. Gansner, Yifan Hu, Shankar Krishnan
2013	B	`conf`	Guided image upsampling using bitmap tracing. ICIP Shankar Krishnan, James T. Klosowski
2013	—	`conf`	Promoting interdisciplinary project-based learning to build the skill sets for research and development of medical devices in academia. EMBC Shankar Krishnan
2012	J	`jnl`	Achieving Approximate Soft Clustering in Data Streams CoRR Vaneet Aggarwal, Shankar Krishnan
2012	—	`conf`	Combining Predictors for Recommending Music: the False Positives' approach to KDD Cup track 2. KDD Cup Suhrid Balakrishnan, Rensheng Wang, Carlos Eduardo Scheidegger, Angus MacLellan, Yifan Hu, Aaron Archer, Shankar Krishnan, David L. Applegate, Guangqin Ma, S. Tom Au
2012	J	`jnl`	Drawing Large Graphs by Low-Rank Stress Majorization. Comput. Graph. Forum Marc Khoury, Yifan Hu, Shankar Krishnan, Carlos Eduardo Scheidegger
2011	—	`conf`	Exoskeleton systems kinematics analysis with graph-matroid approach. CASE Ilie Talpasanu, Shankar Krishnan
2011	—	`conf`	Project-based learning with international collaboration for training biomedical engineers. EMBC Shankar Krishnan
2011	—	`conf`	Real-time image deconvolution on the GPU. Parallel Processing for Imaging Applications James T. Klosowski, Shankar Krishnan
2011	B	`conf`	Robustness of Change Detection Algorithms. IDA Tamraparni Dasu, Shankar Krishnan, Gina Maria Pomann
2011	A*	`conf`	Unsupervised clustering of multidimensional distributions using earth mover distance. KDD David L. Applegate, Tamraparni Dasu, Shankar Krishnan, Simon Urbanek
2009	—	`conf`	Approximate shape matching and symmetry detection for 3D shapes with guaranteed error bounds. Shape Modeling International Shankar Krishnan, Suresh Venkatasubramanian
2009	B	`conf`	Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams. IDA Tamraparni Dasu, Shankar Krishnan, Dongyu Lin, Suresh Venkatasubramanian, Kevin Yi
2009	J	`jnl`	Thermal management: Enabling enhanced functionality and reduced carbon footprint. Bell Labs Tech. J. Domhnaill Hernon, Todd Salamon, Roger Kempers, Shankar Krishnan, Alan Lyons, Marc Hodes, Paul Kolodner, John Mullins, Liam McGarry
2008	C	`conf`	Camera motion estimation via optimization-on-a-manifold. ICARCV Shankar Krishnan, Pei Yean Lee, John B. Moore
2008	B	`conf`	Importance Sampling via Load-Balanced Facility Location. IPCO Aaron Archer, Shankar Krishnan
2007	J	`jnl`	Optimisation-on-a-manifold for global registration of multiple 3D point sets. Int. J. Intell. Syst. Technol. Appl. Shankar Krishnan, Pei Yean Lee, John B. Moore, Suresh Venkatasubramanian
2006	J	`jnl`	A Simple Algorithm for Complete Motion Planning of Translating Polyhedral Robots. Int. J. Robotics Res. Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
2006	J	`jnl`	Dynamic simplification and visualization of large maps. Int. J. Geogr. Inf. Sci. Nabil H. Mustafa, Shankar Krishnan, Gokul Varadhan, Suresh Venkatasubramanian
2006	B	`conf`	Reliable implicit surface polygonization using visibility mapping. Symposium on Geometry Processing Gokul Varadhan, Shankar Krishnan, Liangjun Zhang, Dinesh Manocha
2006	A*	`conf`	Topology Preserving Approximation of Free Configuration Space. ICRA Gokul Varadhan, Young J. Kim, Shankar Krishnan, Dinesh Manocha
2005	J	`jnl`	A Simple Algorithm for Complete Motion Planning of Translating Polyhedral Robots. Int. J. Robotics Res. Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
2005	B	`conf`	Global Registration of Multiple 3D Point Sets via Optimization-on-a-Manifold. Symposium on Geometry Processing Shankar Krishnan, Pei Yean Lee, John B. Moore, Suresh Venkatasubramanian
2005	—	`conf`	Hardware-Assisted Natural Neighbor Interpolation. ALENEX/ANALCO Quanfu Fan, Alon Efrat, Vladlen Koltun, Shankar Krishnan, Suresh Venkatasubramanian
2005	J	`jnl`	vLOD: High-Fidelity Walkthrough of Large Virtual Environments. IEEE Trans. Vis. Comput. Graph. Jatin Chhugani, Budirijanto Purnomo, Shankar Krishnan, Jonathan D. Cohen, Suresh Venkatasubramanian, David S. Johnson, Subodh Kumar
2004	C	`conf`	A Simple Algorithm for Complete Motion Planning of Translating Polyhedral Robots. WAFR Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
2004	A*	`conf`	Compressing Large Boolean Matrices using Reordering Techniques. VLDB David S. Johnson, Shankar Krishnan, Jatin Chhugani, Subodh Kumar, Suresh Venkatasubramanian
2004	J	`jnl`	ESOLID - a system for exact boundary evaluation. Comput. Aided Des. John Keyser, Tim Culver, Mark Foskey, Shankar Krishnan, Dinesh Manocha
2004	B	`conf`	Topology Preserving Surface Extraction Using Adaptive Subdivision. Symposium on Geometry Processing Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
2003	J	`jnl`	A Hybrid Approach for Determinant Signs of Moderate-Sized Matrices. Int. J. Comput. Geom. Appl. Tim Culver, John Keyser, Dinesh Manocha, Shankar Krishnan
2003	—	`conf`	Application of the two-sided depth test to CSG rendering. SI3D Sudipto Guha, Shankar Krishnan, Kamesh Munagala, Suresh Venkatasubramanian
2003	B	`conf`	Efficient Max-Norm Distance Computation for Reliable Voxelization. Symposium on Geometry Processing Gokul Varadhan, Shankar Krishnan, Young J. Kim, Dinesh Manocha, Suhas N. Diggavi
2003	A	`conf`	Feature-Sensitive Subdivision and Isosurface Reconstruction. IEEE Visualization Gokul Varadhan, Shankar Krishnan, Young J. Kim, Dinesh Manocha
2003	A	`conf`	Streaming Geometric Optimization Using Graphics Hardware. ESA Pankaj K. Agarwal, Shankar Krishnan, Nabil H. Mustafa, Suresh Venkatasubramanian
2002	—	`conf`	A Fast and Efficient Projection-Based Approach for Surface Reconstruction. SIBGRAPI M. Gopi, Shankar Krishnan
2002	—	`conf`	ESOLID---A System for Exact Boundary Evaluation. Symposium on Solid Modeling and Applications John Keyser, Tim Culver, Mark Foskey, Shankar Krishnan, Dinesh Manocha
2002	A*	`conf`	Hardware-assisted computation of depth contours. SODA Shankar Krishnan, Nabil H. Mustafa, Suresh Venkatasubramanian
2001	—	`conf`	A Hardware-Assisted Visibility-Ordering Algorithm With Applications To Volume Rendering. VisSym Shankar Krishnan, Cláudio T. Silva, Bin Wei
2001	J	`jnl`	BOOLE: A Boundary Evaluation System for Boolean Combinations of Sculptured Solids. Int. J. Comput. Geom. Appl. Shankar Krishnan, Dinesh Manocha, M. Gopi, Tim Culver, John Keyser
2001	—	`conf`	Hardware-assisted view-dependent map simplification. SCG Nabil H. Mustafa, Eleftherios Koutsofios, Shankar Krishnan, Suresh Venkatasubramanian
2001	—	`conf`	PRECISE: efficient multiprecision evaluation of algebraic roots and predicates for reliable geometric computation. SCG Shankar Krishnan, Mark Foskey, Tim Culver, John Keyser, Dinesh Manocha
2000	J	`jnl`	Efficient and exact manipulation of algebraic points and curves. Comput. Aided Des. John Keyser, Tim Culver, Dinesh Manocha, Shankar Krishnan
2000	J	`jnl`	Partitioning Trimmed Spline Surfaces into NonSelf-Occluding Regions for Visibility Computation. Graph. Model. Shankar Krishnan, Dinesh Manocha
2000	J	`jnl`	Surface Reconstruction Based on Lower Dimensional Localized Delaunay Triangulation. Comput. Graph. Forum M. Gopi, Shankar Krishnan, Cláudio T. Silva
2000	J	`jnl`	Visualization Research with Large Displays. IEEE Computer Graphics and Applications Bin Wei, Cláudio T. Silva, Eleftherios Koutsofios, Shankar Krishnan, Stephen C. North
1999	J	`jnl`	Efficient and accurate B-rep generation of low degree sculptured solids using exact arithmetic: I - representations. Comput. Aided Geom. Des. John Keyser, Shankar Krishnan, Dinesh Manocha
1999	J	`jnl`	Efficient and accurate B-rep generation of low degree sculptured solids using exact arithmetic: II - computation. Comput. Aided Geom. Des. John Keyser, Shankar Krishnan, Dinesh Manocha
1999	—	`conf`	MAPC: A Library for Efficient and Exact Manipulation of Algebraic Points and Curves. SCG John Keyser, Tim Culver, Dinesh Manocha, Shankar Krishnan
1998	J	`jnl`	Rapid and Accurate Contact Determination between Spline Models using ShellTrees. Comput. Graph. Forum Shankar Krishnan, M. Gopi, Ming C. Lin, Dinesh Manocha, A. Pattekar
1997	J	`jnl`	Algebraic pruning: a fast technique for curve and surface intersection. Comput. Aided Geom. Des. Dinesh Manocha, Shankar Krishnan
1997	J	`jnl`	An Efficient Surface Intersection Algorithm Based on Lower-Dimensional Formulation. ACM Trans. Graph. Shankar Krishnan, Dinesh Manocha
1997	—	`conf`	Efficient and Accurate B-rep Generation of Low Degree Sculptured Solids Using Exact Arithmetic. Symposium on Solid Modeling and Applications John Keyser, Shankar Krishnan, Dinesh Manocha
1997	J	`jnl`	Interactive Boundary Computation of Boolean Combinations of Sculptured Solids. Comput. Graph. Forum Shankar Krishnan, M. Gopi, Dinesh Manocha, Mark R. Mine
1996	B	`conf`	Algebraic Loop Detection & Evaluation Algorithms for Curve & Surface Interrogations. Graphics Interface Shankar Krishnan, Dinesh Manocha
1996	J	`jnl`	Interactive display of large solid models for walkthroughs. IEEE Computer Graphics and Applications Subodh Kumar, Shankar Krishnan, Dinesh Manocha
1996	J	`jnl`	Solving algebraic systems using matrix computations. SIGSAM Bull. Dinesh Manocha, Shankar Krishnan
1995	B	`conf`	Numeric-Symbolic Algorithms for Evaluating One-Dimensional Algebraic Sets. ISSAC Shankar Krishnan, Dinesh Manocha
1995	—	`conf`	Representation and Computation of Boolean Combinations of Sculptured Models. SCG Shankar Krishnan, Atul Narkhede, Dinesh Manocha