Mukund Sundararajan

81 papers A* 19A 2B 3C 2Journal 40Unranked 14

Year	Rank	Type	Title / Venue / Authors
2023	A*	`conf`	Inflow, Outflow, and Reciprocity in Machine Learning. ICML Mukund Sundararajan, Walid Krichene
2023	A*	`conf`	Multi-Task Differential Privacy Under Distribution Skew. ICML Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Guha Thakurta, Li Zhang
2023	J	`jnl`	Multi-Task Differential Privacy Under Distribution Skew. CoRR Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Thakurta, Li Zhang
2023	A	`conf`	Private Matrix Factorization with Public Item Features. RecSys Mihaela Curmei, Walid Krichene, Li Zhang, Mukund Sundararajan
2023	J	`jnl`	Private Matrix Factorization with Public Item Features. CoRR Mihaela Curmei, Walid Krichene, Li Zhang, Mukund Sundararajan
2023	J	`jnl`	Using Foundation Models to Detect Policy Violations with Minimal Supervision. CoRR Sid Mittal, Vineet Gupta, Frederick Liu, Mukund Sundararajan
2022	J	`jnl`	Attributing AUC-ROC to Analyze Binary Classifier Performance. CoRR Arya Tafvizi, Besim Avci, Mukund Sundararajan
2022	A*	`conf`	First is Better Than Last for Language Data Influence. NeurIPS Chih-Kuan Yeh, Ankur Taly, Mukund Sundararajan, Frederick Liu, Pradeep Ravikumar
2022	J	`jnl`	First is Better Than Last for Training Data Influence. CoRR Chih-Kuan Yeh, Ankur Taly, Mukund Sundararajan, Frederick Liu, Pradeep Ravikumar
2022	J	`jnl`	Reciprocity in Machine Learning. CoRR Mukund Sundararajan, Walid Krichene
2020	A*	`conf`	Attribution in Scale and Space. CVPR Shawn Xu, Subhashini Venugopalan, Mukund Sundararajan
2020	J	`jnl`	Attribution in Scale and Space. CoRR Shawn Xu, Subhashini Venugopalan, Mukund Sundararajan
2020	A*	`conf`	Estimating Training Data Influence by Tracing Gradient Descent. NeurIPS Garima Pruthi, Frederick Liu, Satyen Kale, Mukund Sundararajan
2020	J	`jnl`	Estimating Training Data Influence by Tracking Gradient Descent. CoRR Garima Pruthi, Frederick Liu, Mukund Sundararajan, Satyen Kale
2020	J	`jnl`	Robust mechanisms for risk-averse sellers. Games Econ. Behav. Mukund Sundararajan, Qiqi Yan
2020	A*	`conf`	The Many Shapley Values for Model Explanation. ICML Mukund Sundararajan, Amir Najmi
2020	J	`jnl`	The Penalty Imposed by Ablated Data Augmentation. CoRR Frederick Liu, Amir Najmi, Mukund Sundararajan
2020	A*	`conf`	The Shapley Taylor Interaction Index. ICML Mukund Sundararajan, Kedar Dhamdhere, Ashish Agarwal
2019	J	`jnl`	A New Interaction Index inspired by the Taylor Series. CoRR Ashish Agarwal, Kedar Dhamdhere, Mukund Sundararajan
2019	—	`conf`	Exploring Principled Visualizations for Deep Network Attributions. IUI Workshops Mukund Sundararajan, Jinhua Xu, Ankur Taly, Rory Sayres, Amir Najmi
2019	—	`conf`	How Important is a Neuron. ICLR (Poster) Kedar Dhamdhere, Mukund Sundararajan, Qiqi Yan
2019	J	`jnl`	The many Shapley values for model explanation. CoRR Mukund Sundararajan, Amir Najmi
2018	J	`jnl`	A Note about: Local Explanation Methods for Deep Neural Networks lack Sensitivity to Parameter Values. CoRR Mukund Sundararajan, Ankur Taly
2018	—	`conf`	Did the Model Understand the Question? ACL (1) Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, Kedar Dhamdhere
2018	J	`jnl`	Did the Model Understand the Question? CoRR Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, Kedar Dhamdhere
2018	J	`jnl`	How Important Is a Neuron? CoRR Kedar Dhamdhere, Mukund Sundararajan, Qiqi Yan
2018	J	`jnl`	Is Shapley cost sharing optimal? Games Econ. Behav. Shahar Dobzinski, Aranyak Mehta, Tim Roughgarden, Mukund Sundararajan
2018	J	`jnl`	It was the training data pruning too! CoRR Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, Kedar Dhamdhere
2018	—	`conf`	The Cascading Analysts Algorithm. SIGMOD Conference Matthias Ruhl, Mukund Sundararajan, Qiqi Yan
2017	J	`jnl`	A Simple and Efficient MapReduce Algorithm for Data Cube Materialization. CoRR Mukund Sundararajan, Qiqi Yan
2017	J	`jnl`	Abductive Matching in Question Answering. CoRR Kedar Dhamdhere, Kevin S. McCurley, Mukund Sundararajan, Ankur Taly
2017	A	`conf`	Analyza: Exploring Data with Conversation. IUI Kedar Dhamdhere, Kevin S. McCurley, Ralfi Nahmias, Mukund Sundararajan, Qiqi Yan
2017	A*	`conf`	Axiomatic Attribution for Deep Networks. ICML Mukund Sundararajan, Ankur Taly, Qiqi Yan
2017	J	`jnl`	Axiomatic Attribution for Deep Networks. CoRR Mukund Sundararajan, Ankur Taly, Qiqi Yan
2017	J	`jnl`	Hierarchical Summarization of Metric Changes. CoRR Matthias Ruhl, Mukund Sundararajan, Qiqi Yan
2016	J	`jnl`	Gradients of Counterfactuals. CoRR Mukund Sundararajan, Ankur Taly, Qiqi Yan
2016	J	`jnl`	Prediction and Welfare in Ad Auctions. Theory Comput. Syst. Mukund Sundararajan, Inbal Talgam-Cohen
2016	J	`jnl`	Robust Mechanisms for Sponsored Search. EAI Endorsed Trans. Serious Games Mohammad Mahdian, Mukund Sundararajan
2014	J	`jnl`	Mean Field Equilibria of Dynamic Auctions with Learning. Manag. Sci. Krishnamurthy Iyer, Ramesh Johari, Mukund Sundararajan
2014	B	`conf`	Prediction and Welfare in Ad Auctions. SAGT Mukund Sundararajan, Inbal Talgam-Cohen
2013	J	`jnl`	Refine Predictions Ad Infinitum? CoRR Mukund Sundararajan, Inbal Talgam-Cohen
2012	J	`jnl`	A Learning-Based Approach to Reactive Security. IEEE Trans. Dependable Secur. Comput. Adam Barth, Benjamin I. P. Rubinstein, Mukund Sundararajan, John C. Mitchell, Dawn Song, Peter L. Bartlett
2012	—	`conf`	On Fixed-Price Marketing for Goods with Positive Network Externalities. WINE Vahab S. Mirrokni, Sebastien Roch, Mukund Sundararajan
2012	J	`jnl`	Revenue Submodularity. Theory Comput. Shaddin Dughmi, Tim Roughgarden, Mukund Sundararajan
2012	J	`jnl`	Universally Utility-maximizing Privacy Mechanisms. SIAM J. Comput. Arpita Ghosh, Tim Roughgarden, Mukund Sundararajan
2011	J	`jnl`	Axiomatic Attribution for Multilinear Functions CoRR Yi Sun, Mukund Sundararajan
2011	A*	`conf`	Axiomatic attribution for multilinear functions. EC Yi Sun, Mukund Sundararajan
2011	A*	`conf`	Mean field equilibria of dynamic auctions with learning. EC Krishnamurthy Iyer, Ramesh Johari, Mukund Sundararajan
2011	J	`jnl`	Mean field equilibria of dynamic auctions with learning. SIGecom Exch. Krishnamurthy Iyer, Ramesh Johari, Mukund Sundararajan
2011	—	`conf`	Mean field equilibria of dynamic auctions with learning: A dynamic revenue equivalence theorem. Allerton Krishnamurthy Iyer, Ramesh Johari, Mukund Sundararajan
2010	—	`conf`	A Learning-Based Approach to Reactive Security. Financial Cryptography Adam Barth, Benjamin I. P. Rubinstein, Mukund Sundararajan, John C. Mitchell, Dawn Song, Peter L. Bartlett
2010	—	`conf`	Improved Kernel Common Vector Method for Face Recognition Varying in Background Conditions. CompIMAGE C. Lakshmi, M. Ponnavaikko, Mukund Sundararajan
2010	J	`jnl`	Robust Mechanisms for Risk-Averse Sellers CoRR Mukund Sundararajan, Qiqi Yan
2010	A*	`conf`	Robust mechanisms for risk-averse sellers. EC Mukund Sundararajan, Qiqi Yan
2010	J	`jnl`	Universally Optimal Privacy Mechanisms for Minimax Agents CoRR Mangesh Gupte, Mukund Sundararajan
2010	A*	`conf`	Universally optimal privacy mechanisms for minimax agents. PODS Mangesh Gupte, Mukund Sundararajan
2009	J	`jnl`	A Learning-Based Approach to Reactive Security CoRR Adam Barth, Benjamin I. P. Rubinstein, Mukund Sundararajan, John C. Mitchell, Dawn Xiaodong Song, Peter L. Bartlett
2009	J	`jnl`	Beyond Moulin mechanisms. Games Econ. Behav. Aranyak Mehta, Tim Roughgarden, Mukund Sundararajan
2009	J	`jnl`	New enhancements to the SOCKS communication network security protocol: Schemes and performance evaluation. J. Syst. Softw. Mohammad S. Obaidat, Mukund Sundararajan
2009	J	`jnl`	Quantifying inefficiency in cost-sharing mechanisms. J. ACM Tim Roughgarden, Mukund Sundararajan
2009	—	`conf`	Revenue Submodularity. AMMA Shaddin Dughmi, Tim Roughgarden, Mukund Sundararajan
2009	A*	`conf`	Revenue submodularity. EC Shaddin Dughmi, Tim Roughgarden, Mukund Sundararajan
2009	—	`—`	Trade-offs in cost sharing. Mukund Sundararajan
2009	A*	`conf`	Universally utility-maximizing privacy mechanisms. STOC Arpita Ghosh, Tim Roughgarden, Mukund Sundararajan
2008	—	`conf`	An Automated Approach for Proving PCL Invariants. SecReT@LICS/CSF John C. Mitchell, Arnab Roy, Mukund Sundararajan
2008	—	`conf`	An empirical analysis of return on investment maximization in sponsored search auctions. AdKDD@KDD Jason Auerbach, Joel Galenson, Mukund Sundararajan
2008	B	`conf`	Is Shapley Cost Sharing Optimal? SAGT Shahar Dobzinski, Aranyak Mehta, Tim Roughgarden, Mukund Sundararajan
2008	C	`conf`	New Techniques to Enhance the Capabilities of the Socks Network Security Protocol. SECRYPT Mukund Sundararajan, Mohammad S. Obaidat
2008	A*	`conf`	On characterizations of truthful mechanisms for combinatorial auctions and scheduling. EC Shahar Dobzinski, Mukund Sundararajan
2008	A*	`conf`	Optimal marketing strategies over social networks. WWW Jason D. Hartline, Vahab S. Mirrokni, Mukund Sundararajan
2008	J	`jnl`	Universally Utility-Maximizing Privacy Mechanisms CoRR Arpita Ghosh, Tim Roughgarden, Mukund Sundararajan
2007	A*	`conf`	Beyond moulin mechanisms. EC Aranyak Mehta, Tim Roughgarden, Mukund Sundararajan
2007	—	`conf`	Computing Optimal Bundles for Sponsored Search. WINE Arpita Ghosh, Hamid Nazerzadeh, Mukund Sundararajan
2007	J	`jnl`	Mechanism design for stochastic optimization problems. SIGecom Exch. Samuel Ieong, Mukund Sundararajan, Anthony Man-Cho So
2007	B	`conf`	Optimal Efficiency Guarantees for Network Design Mechanisms. IPCO Tim Roughgarden, Mukund Sundararajan
2007	—	`conf`	Stochastic Mechanism Design. WINE Samuel Ieong, Anthony Man-Cho So, Mukund Sundararajan
2006	J	`jnl`	Approximately Efficient Cost-Sharing Mechanisms CoRR Tim Roughgarden, Mukund Sundararajan
2006	A*	`conf`	New trade-offs in cost-sharing mechanisms. STOC Tim Roughgarden, Mukund Sundararajan
2006	—	`conf`	Optimal Cost-Sharing Mechanisms for Steiner Forest Problems. WINE Shuchi Chawla, Tim Roughgarden, Mukund Sundararajan
2005	A*	`conf`	A modular correctness proof of IEEE 802.11i and TLS. CCS Changhua He, Mukund Sundararajan, Anupam Datta, Ante Derek, John C. Mitchell
2004	C	`conf`	Chaining Algorithms for Alignment of Draft Sequence. WABI Mukund Sundararajan, Michael Brudno, Kerrin S. Small, Arend Sidow, Serafim Batzoglou