Kunal Talwar
According to our database1,
Kunal Talwar
authored at least 143 papers
between 2001 and 2024.
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Bibliography
2024
SIAM J. Comput., 2024
Proceedings of the 33rd USENIX Security Symposium, 2024
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024
Private Vector Mean Estimation in the Shuffle Model: Optimal Rates Require Many Messages.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024
2023
CoRR, 2023
Stronger Privacy Amplification by Shuffling for Renyi and Approximate Differential Privacy.
Proceedings of the 2023 ACM-SIAM Symposium on Discrete Algorithms, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Differential Secrecy for Distributed Data and Applications to Robust Differentially Secure Vector Summation.
Proceedings of the 3rd Symposium on Foundations of Responsible Computing, 2022
2021
Math. Oper. Res., 2021
CoRR, 2021
When is memorization of irrelevant training data necessary for high-accuracy learning?
Proceedings of the STOC '21: 53rd Annual ACM SIGACT Symposium on Theory of Computing, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Hiding Among the Clones: A Simple and Nearly Optimal Analysis of Privacy Amplification by Shuffling.
Proceedings of the 62nd IEEE Annual Symposium on Foundations of Computer Science, 2021
2020
CoRR, 2020
Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Faster Differentially Private Samplers via Rényi Divergence Analysis of Discretized Langevin MCMC.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Cops, Robbers, and Threatening Skeletons: Padded Decomposition for Minor-Free Graphs.
SIAM J. Comput., 2019
Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing, 2019
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity.
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the Conference on Learning Theory, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 59th IEEE Annual Symposium on Foundations of Computer Science, 2018
Proceedings of the 59th IEEE Annual Symposium on Foundations of Computer Science, 2018
2017
On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches.
CoRR, 2017
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
On the Protection of Private Information in Machine Learning Systems: Two Recent Approches.
Proceedings of the 30th IEEE Computer Security Foundations Symposium, 2017
2016
SIAM J. Comput., 2016
CoRR, 2016
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016
2015
Random Struct. Algorithms, 2015
Smooth Boolean functions are easy: efficient algorithms for low-sensitivity functions.
Electron. Colloquium Comput. Complex., 2015
Discret. Comput. Geom., 2015
Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
2014
Private Empirical Risk Minimization Beyond the Worst Case: The Effect of the Constraint Set Geometry.
CoRR, 2014
Proceedings of the Symposium on Theory of Computing, 2014
Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 2014
Proceedings of the Automata, Languages, and Programming - 41st International Colloquium, 2014
Proceedings of the Automata, Languages, and Programming - 41st International Colloquium, 2014
Proceedings of the 30th Annual Symposium on Computational Geometry, 2014
Proceedings of the Approximation, 2014
Proceedings of the Tractability: Practical Approaches to Hard Problems, 2014
2013
Proceedings of the Symposium on Theory of Computing Conference, 2013
Proceedings of the Symposium on Theory of Computing Conference, 2013
Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013
Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013
2012
Distributed Comput., 2012
Proceedings of the 44th Symposium on Theory of Computing Conference, 2012
2011
Electron. Colloquium Comput. Complex., 2011
2010
Proceedings of the Internet and Network Economics - 6th International Workshop, 2010
Proceedings of the 42nd ACM Symposium on Theory of Computing, 2010
Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms, 2010
Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms, 2010
Proceedings of the Innovations in Computer Science, 2010
Proceedings of the 51th Annual IEEE Symposium on Foundations of Computer Science, 2010
Proceedings of the Approximation, 2010
2009
A push-relabel approximation algorithm for approximating the minimum-degree MST problem and its generalization to matroids.
Theor. Comput. Sci., 2009
Algorithmica, 2009
Proceedings of the Distributed Computing, 23rd International Symposium, 2009
Proceedings of the 22nd ACM Symposium on Operating Systems Principles 2009, 2009
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009
2008
Proceedings of the Encyclopedia of Algorithms - 2008 Edition, 2008
Proceedings of the LATIN 2008: Theoretical Informatics, 2008
Proceedings of the Integer Programming and Combinatorial Optimization, 2008
A Geometric Approach to Lower Bounds for Approximate Near-Neighbor Search and Partial Match.
Proceedings of the 49th Annual IEEE Symposium on Foundations of Computer Science, 2008
2007
A primal-dual algorithm for computing Fisher equilibrium in the absence of gross substitutability property.
Theor. Comput. Sci., 2007
Inapproximability of edge-disjoint paths and low congestion routing on undirected graphs.
Electron. Colloquium Comput. Complex., 2007
Proceedings of the 39th Annual ACM Symposium on Theory of Computing, 2007
Proceedings of the 39th Annual ACM Symposium on Theory of Computing, 2007
Proceedings of the 39th Annual ACM Symposium on Theory of Computing, 2007
Privacy, accuracy, and consistency too: a holistic solution to contingency table release.
Proceedings of the Twenty-Sixth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2007
Proceedings of the Twenty-Sixth Annual ACM Symposium on Principles of Distributed Computing, 2007
Proceedings of the 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2007), 2007
Proceedings of the 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2007), 2007
2006
Electron. Colloquium Comput. Complex., 2006
Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2006
Proceedings of the Automata, Languages and Programming, 33rd International Colloquium, 2006
2005
Proceedings of the Internet and Network Economics, First International Workshop, 2005
Proceedings of the Internet and Network Economics, First International Workshop, 2005
Proceedings of the Automata, Languages and Programming, 32nd International Colloquium, 2005
2004
J. Comput. Syst. Sci., 2004
Proceedings of the 36th Annual ACM Symposium on Theory of Computing, 2004
Proceedings of the 36th Annual ACM Symposium on Theory of Computing, 2004
Proceedings of the Fifteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2004
2003
An Approximate Truthful Mechanism for Combinatorial Auctions with Single Parameter Agents.
Internet Math., 2003
Proceedings of the STACS 2003, 20th Annual Symposium on Theoretical Aspects of Computer Science, Berlin, Germany, February 27, 2003
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2003
Proceedings of the Approximation, 2003
Proceedings of the 44th Symposium on Foundations of Computer Science (FOCS 2003), 2003
2002
Proceedings of the Integer Programming and Combinatorial Optimization, 2002
2001
Proceedings of the 10th USENIX Security Symposium, 2001