Shankar Krishnan

According to our database, Shankar Krishnan authored at least 70 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Fall Detection Systems at Night.

Elangovan Ramanujam, Thinagaran Perumal, Shankar Krishnan

Computer, June, 2023

Benchmarking Neural Network Training Algorithms.

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

CoRR, 2023

Efficient Training of Language Models using Few-Shot Learning.

Sashank J. Reddi, Sobhan Miryoosefi, Stefani Karp, Shankar Krishnan, Satyen Kale, Seungyeon Kim, Sanjiv Kumar

Proceedings of the International Conference on Machine Learning, 2023

2022

Adaptive Gradient Methods at the Edge of Stability.

Jeremy Cohen, Behrooz Ghorbani, Shankar Krishnan, Naman Agarwal, Sourabh Medapati, Michal Badura, Daniel Suo, David Cardoze, Zachary Nado, George E. Dahl, Justin Gilmer

CoRR, 2022

2021

A unifying view on implicit bias in training linear neural networks.

Chulhee Yun, Shankar Krishnan, Hossein Mobahi

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Explaining Memorization and Generalization: A Large-Scale Study with Coherent Gradients.

Piotr Zielinski, Shankar Krishnan, Satrajit Chatterjee

CoRR, 2020

Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks.

Saurabh Singh, Shankar Krishnan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

An Investigation into Neural Net Optimization via Hessian Eigenvalue Density.

Behrooz Ghorbani, Shankar Krishnan, Ying Xiao

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks.

Shankar Krishnan, Ying Xiao, Rif A. Saurous

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Effect of User Mobility on the Performance of Device-to-Device Networks With Distributed Caching.

Shankar Krishnan, Harpreet S. Dhillon

IEEE Wirel. Commun. Lett., 2017

Spatio-Temporal Interference Correlation and Joint Coverage in Cellular Networks.

Shankar Krishnan, Harpreet S. Dhillon

IEEE Trans. Wirel. Commun., 2017

Effect of Retransmissions on Optimal Caching in Cache-Enabled Small Cell Networks.

Shankar Krishnan, Mehrnaz Afshang, Harpreet S. Dhillon

IEEE Trans. Veh. Technol., 2017

Exact Characterization of Spatio-Temporal Joint Coverage Probability in Cellular Networks.

Shankar Krishnan, Harpreet S. Dhillon

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

2015

Distributed caching in device-to-device networks: A stochastic geometry perspective.

Shankar Krishnan, Harpreet S. Dhillon

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2013

Accelerated Bilateral Filtering With Block Skipping.

Chao Tian, Shankar Krishnan

IEEE Signal Process. Lett., 2013

Guided image upsampling using bitmap tracing.

Shankar Krishnan, James T. Klosowski

Proceedings of the IEEE International Conference on Image Processing, 2013

COAST: A Convex Optimization Approach to Stress-Based Embedding.

Emden R. Gansner, Yifan Hu, Shankar Krishnan

Proceedings of the Graph Drawing - 21st International Symposium, 2013

Promoting interdisciplinary project-based learning to build the skill sets for research and development of medical devices in academia.

Shankar Krishnan

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Combining Predictors for Recommending Music: the False Positives' approach to KDD Cup track 2.

Suhrid Balakrishnan, Rensheng Wang, Carlos Eduardo Scheidegger, Angus MacLellan, Yifan Hu, Aaron Archer, Shankar Krishnan, David L. Applegate, Guangqin Ma, S. Tom Au

Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

Achieving Approximate Soft Clustering in Data Streams

Vaneet Aggarwal, Shankar Krishnan

CoRR, 2012

Drawing Large Graphs by Low-Rank Stress Majorization.

Marc Khoury, Yifan Hu, Shankar Krishnan, Carlos Eduardo Scheidegger

Comput. Graph. Forum, 2012

2011

Real-time image deconvolution on the GPU.

James T. Klosowski, Shankar Krishnan

Proceedings of the Conference on Parallel Processing for Imaging Applications 2011, 2011

Unsupervised clustering of multidimensional distributions using earth mover distance.

David L. Applegate, Tamraparni Dasu, Shankar Krishnan, Simon Urbanek

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Robustness of Change Detection Algorithms.

Tamraparni Dasu, Shankar Krishnan, Gina Maria Pomann

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

Project-based learning with international collaboration for training biomedical engineers.

Shankar Krishnan

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Exoskeleton systems kinematics analysis with graph-matroid approach.

Ilie Talpasanu, Shankar Krishnan

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2009

Thermal management: Enabling enhanced functionality and reduced carbon footprint.

Domhnaill Hernon, Todd Salamon, Roger Kempers, Shankar Krishnan, Alan Lyons, Marc Hodes, Paul Kolodner, John Mullins, Liam McGarry

Bell Labs Tech. J., 2009

Approximate shape matching and symmetry detection for 3D shapes with guaranteed error bounds.

Shankar Krishnan, Suresh Venkatasubramanian

Proceedings of the IEEE International Conference on Shape Modeling and Applications, 2009

Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams.

Tamraparni Dasu, Shankar Krishnan, Dongyu Lin, Suresh Venkatasubramanian, Kevin Yi

Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

2008

Importance Sampling via Load-Balanced Facility Location.

Aaron Archer, Shankar Krishnan

Proceedings of the Integer Programming and Combinatorial Optimization, 2008

Camera motion estimation via optimization-on-a-manifold.

Shankar Krishnan, Pei Yean Lee, John B. Moore

Proceedings of the 10th International Conference on Control, 2008

2007

Optimisation-on-a-manifold for global registration of multiple 3D point sets.

Shankar Krishnan, Pei Yean Lee, John B. Moore, Suresh Venkatasubramanian

Int. J. Intell. Syst. Technol. Appl., 2007

2006

A Simple Algorithm for Complete Motion Planning of Translating Polyhedral Robots.

Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha

Int. J. Robotics Res., 2006

Dynamic simplification and visualization of large maps.

Nabil H. Mustafa, Shankar Krishnan, Gokul Varadhan, Suresh Venkatasubramanian

Int. J. Geogr. Inf. Sci., 2006

Reliable implicit surface polygonization using visibility mapping.

Gokul Varadhan, Shankar Krishnan, Liangjun Zhang, Dinesh Manocha

Proceedings of the Fourth Eurographics Symposium on Geometry Processing, Cagliari, 2006

Topology Preserving Approximation of Free Configuration Space.

Gokul Varadhan, Young J. Kim, Shankar Krishnan, Dinesh Manocha

Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

2005

vLOD: High-Fidelity Walkthrough of Large Virtual Environments.

Jatin Chhugani, Budirijanto Purnomo, Shankar Krishnan, Jonathan D. Cohen, Suresh Venkatasubramanian, David S. Johnson, Subodh Kumar

IEEE Trans. Vis. Comput. Graph., 2005

Global Registration of Multiple 3D Point Sets via Optimization-on-a-Manifold.

Shankar Krishnan, Pei Yean Lee, John B. Moore, Suresh Venkatasubramanian

Proceedings of the Third Eurographics Symposium on Geometry Processing, 2005

Hardware-Assisted Natural Neighbor Interpolation.

Quanfu Fan, Alon Efrat, Vladlen Koltun, Shankar Krishnan, Suresh Venkatasubramanian

Proceedings of the Seventh Workshop on Algorithm Engineering and Experiments and the Second Workshop on Analytic Algorithmics and Combinatorics, 2005

2004

ESOLID - a system for exact boundary evaluation.

John Keyser, Tim Culver, Mark Foskey, Shankar Krishnan, Dinesh Manocha

Comput. Aided Des., 2004

Compressing Large Boolean Matrices using Reordering Techniques.

David S. Johnson, Shankar Krishnan, Jatin Chhugani, Subodh Kumar, Suresh Venkatasubramanian

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Topology Preserving Surface Extraction Using Adaptive Subdivision.

Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha

Proceedings of the Second Eurographics Symposium on Geometry Processing, 2004

2003

A Hybrid Approach for Determinant Signs of Moderate-Sized Matrices.

Tim Culver, John Keyser, Dinesh Manocha, Shankar Krishnan

Int. J. Comput. Geom. Appl., 2003

Feature-Sensitive Subdivision and Isosurface Reconstruction.

Gokul Varadhan, Shankar Krishnan, Young J. Kim, Dinesh Manocha

Proceedings of the 14th IEEE Visualization Conference, 2003

Application of the two-sided depth test to CSG rendering.

Sudipto Guha, Shankar Krishnan, Kamesh Munagala, Suresh Venkatasubramanian

Proceedings of the 2003 Symposium on Interactive 3D Graphics, 2003

Efficient Max-Norm Distance Computation for Reliable Voxelization.

Gokul Varadhan, Shankar Krishnan, Young J. Kim, Dinesh Manocha, Suhas N. Diggavi

Proceedings of the First Eurographics Symposium on Geometry Processing, 2003

Streaming Geometric Optimization Using Graphics Hardware.

Pankaj K. Agarwal, Shankar Krishnan, Nabil H. Mustafa, Suresh Venkatasubramanian

Proceedings of the Algorithms, 2003

2002

Hardware-assisted computation of depth contours.

Shankar Krishnan, Nabil H. Mustafa, Suresh Venkatasubramanian

Proceedings of the Thirteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2002

A Fast and Efficient Projection-Based Approach for Surface Reconstruction.

M. Gopi, Shankar Krishnan

Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002

2001

BOOLE: A Boundary Evaluation System for Boolean Combinations of Sculptured Solids.

Shankar Krishnan, Dinesh Manocha, M. Gopi, Tim Culver, John Keyser

Int. J. Comput. Geom. Appl., 2001

A Hardware-Assisted Visibility-Ordering Algorithm With Applications To Volume Rendering.

Shankar Krishnan, Cláudio T. Silva, Bin Wei

Proceedings of the 3rd Joint Eurographics - IEEE TCVG Symposium on Visualization, 2001

Hardware-assisted view-dependent map simplification.

Nabil H. Mustafa, Eleftherios Koutsofios, Shankar Krishnan, Suresh Venkatasubramanian

Proceedings of the Seventeenth Annual Symposium on Computational Geometry, 2001

PRECISE: efficient multiprecision evaluation of algebraic roots and predicates for reliable geometric computation.

Shankar Krishnan, Mark Foskey, Tim Culver, John Keyser, Dinesh Manocha

Proceedings of the Seventeenth Annual Symposium on Computational Geometry, 2001

2000

Partitioning Trimmed Spline Surfaces into NonSelf-Occluding Regions for Visibility Computation.

Shankar Krishnan, Dinesh Manocha

Graph. Model., 2000

Surface Reconstruction Based on Lower Dimensional Localized Delaunay Triangulation.

M. Gopi, Shankar Krishnan, Cláudio T. Silva

Comput. Graph. Forum, 2000

Visualization Research with Large Displays.

Bin Wei, Cláudio T. Silva, Eleftherios Koutsofios, Shankar Krishnan, Stephen C. North

IEEE Computer Graphics and Applications, 2000

Efficient and exact manipulation of algebraic points and curves.

John Keyser, Tim Culver, Dinesh Manocha, Shankar Krishnan

Comput. Aided Des., 2000

1999

Efficient and accurate B-rep generation of low degree sculptured solids using exact arithmetic: II - computation.

John Keyser, Shankar Krishnan, Dinesh Manocha

Comput. Aided Geom. Des., 1999

Efficient and accurate B-rep generation of low degree sculptured solids using exact arithmetic: I - representations.

John Keyser, Shankar Krishnan, Dinesh Manocha

Comput. Aided Geom. Des., 1999

MAPC: A Library for Efficient and Exact Manipulation of Algebraic Points and Curves.

John Keyser, Tim Culver, Dinesh Manocha, Shankar Krishnan

Proceedings of the Fifteenth Annual Symposium on Computational Geometry, 1999

1998

Rapid and Accurate Contact Determination between Spline Models using ShellTrees.

Shankar Krishnan, M. Gopi, Ming C. Lin, Dinesh Manocha, A. Pattekar

Comput. Graph. Forum, 1998

1997

An Efficient Surface Intersection Algorithm Based on Lower-Dimensional Formulation.

Shankar Krishnan, Dinesh Manocha

ACM Trans. Graph., 1997

Interactive Boundary Computation of Boolean Combinations of Sculptured Solids.

Shankar Krishnan, M. Gopi, Dinesh Manocha, Mark R. Mine

Comput. Graph. Forum, 1997

Algebraic pruning: a fast technique for curve and surface intersection.

Dinesh Manocha, Shankar Krishnan

Comput. Aided Geom. Des., 1997

Efficient and Accurate B-rep Generation of Low Degree Sculptured Solids Using Exact Arithmetic.

John Keyser, Shankar Krishnan, Dinesh Manocha

Proceedings of the Fourth Symposium on Solid Modeling and Applications, 1997

1996

Interactive display of large solid models for walkthroughs.

Subodh Kumar, Shankar Krishnan, Dinesh Manocha

IEEE Computer Graphics and Applications, 1996

Solving algebraic systems using matrix computations.

Dinesh Manocha, Shankar Krishnan

SIGSAM Bull., 1996

Algebraic Loop Detection & Evaluation Algorithms for Curve & Surface Interrogations.

Shankar Krishnan, Dinesh Manocha

Proceedings of the Graphics Interface 1996 Conference, 1996

1995

Numeric-Symbolic Algorithms for Evaluating One-Dimensional Algebraic Sets.

Shankar Krishnan, Dinesh Manocha

Proceedings of the 1995 International Symposium on Symbolic and Algebraic Computation, 1995

Representation and Computation of Boolean Combinations of Sculptured Models.

Shankar Krishnan, Atul Narkhede, Dinesh Manocha

Proceedings of the Eleventh Annual Symposium on Computational Geometry, 1995