Mukund Sundararajan

According to our database, Mukund Sundararajan authored at least 59 papers between 2004 and 2023.

Collaborative distances:

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

2023

Using Foundation Models to Detect Policy Violations with Minimal Supervision.

Sid Mittal, Vineet Gupta, Frederick Liu, Mukund Sundararajan

CoRR, 2023

Private Matrix Factorization with Public Item Features.

Mihaela Curmei, Walid Krichene, Li Zhang, Mukund Sundararajan

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Inflow, Outflow, and Reciprocity in Machine Learning.

Mukund Sundararajan, Walid Krichene

Proceedings of the International Conference on Machine Learning, 2023

Multi-Task Differential Privacy Under Distribution Skew.

Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Guha Thakurta, Li Zhang

Proceedings of the International Conference on Machine Learning, 2023

2022

Attributing AUC-ROC to Analyze Binary Classifier Performance.

Arya Tafvizi, Besim Avci, Mukund Sundararajan

CoRR, 2022

First is Better Than Last for Training Data Influence.

Chih-Kuan Yeh, Ankur Taly, Mukund Sundararajan, Frederick Liu, Pradeep Ravikumar

CoRR, 2022

Reciprocity in Machine Learning.

Mukund Sundararajan, Walid Krichene

CoRR, 2022

First is Better Than Last for Language Data Influence.

Chih-Kuan Yeh, Ankur Taly, Mukund Sundararajan, Frederick Liu, Pradeep Ravikumar

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Robust mechanisms for risk-averse sellers.

Mukund Sundararajan, Qiqi Yan

Games Econ. Behav., 2020

The Penalty Imposed by Ablated Data Augmentation.

Frederick Liu, Amir Najmi, Mukund Sundararajan

CoRR, 2020

Estimating Training Data Influence by Tracking Gradient Descent.

Garima Pruthi, Frederick Liu, Mukund Sundararajan, Satyen Kale

CoRR, 2020

Estimating Training Data Influence by Tracing Gradient Descent.

Garima Pruthi, Frederick Liu, Satyen Kale, Mukund Sundararajan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

The Many Shapley Values for Model Explanation.

Mukund Sundararajan, Amir Najmi

Proceedings of the 37th International Conference on Machine Learning, 2020

The Shapley Taylor Interaction Index.

Mukund Sundararajan, Kedar Dhamdhere, Ashish Agarwal

Proceedings of the 37th International Conference on Machine Learning, 2020

Attribution in Scale and Space.

Shawn Xu, Subhashini Venugopalan, Mukund Sundararajan

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

2019

A New Interaction Index inspired by the Taylor Series.

Ashish Agarwal, Kedar Dhamdhere, Mukund Sundararajan

CoRR, 2019

Exploring Principled Visualizations for Deep Network Attributions.

Mukund Sundararajan, Jinhua Xu, Ankur Taly, Rory Sayres, Amir Najmi

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

How Important is a Neuron.

Kedar Dhamdhere, Mukund Sundararajan, Qiqi Yan

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Is Shapley cost sharing optimal?

Shahar Dobzinski, Aranyak Mehta, Tim Roughgarden, Mukund Sundararajan

Games Econ. Behav., 2018

A Note about: Local Explanation Methods for Deep Neural Networks lack Sensitivity to Parameter Values.

Mukund Sundararajan, Ankur Taly

CoRR, 2018

It was the training data pruning too!

Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, Kedar Dhamdhere

CoRR, 2018

The Cascading Analysts Algorithm.

Matthias Ruhl, Mukund Sundararajan, Qiqi Yan

Proceedings of the 2018 International Conference on Management of Data, 2018

Did the Model Understand the Question?

Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, Kedar Dhamdhere

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

A Simple and Efficient MapReduce Algorithm for Data Cube Materialization.

Mukund Sundararajan, Qiqi Yan

CoRR, 2017

Abductive Matching in Question Answering.

Kedar Dhamdhere, Kevin S. McCurley, Mukund Sundararajan, Ankur Taly

CoRR, 2017

Hierarchical Summarization of Metric Changes.

Matthias Ruhl, Mukund Sundararajan, Qiqi Yan

CoRR, 2017

Analyza: Exploring Data with Conversation.

Kedar Dhamdhere, Kevin S. McCurley, Ralfi Nahmias, Mukund Sundararajan, Qiqi Yan

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Axiomatic Attribution for Deep Networks.

Mukund Sundararajan, Ankur Taly, Qiqi Yan

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Robust Mechanisms for Sponsored Search.

Mohammad Mahdian, Mukund Sundararajan

EAI Endorsed Trans. Serious Games, 2016

Prediction and Welfare in Ad Auctions.

Mukund Sundararajan, Inbal Talgam-Cohen

Theory Comput. Syst., 2016

Gradients of Counterfactuals.

Mukund Sundararajan, Ankur Taly, Qiqi Yan

CoRR, 2016

2014

Mean Field Equilibria of Dynamic Auctions with Learning.

Krishnamurthy Iyer, Ramesh Johari, Mukund Sundararajan

Manag. Sci., 2014

2013

Refine Predictions Ad Infinitum?

Mukund Sundararajan, Inbal Talgam-Cohen

CoRR, 2013

2012

Revenue Submodularity.

Shaddin Dughmi, Tim Roughgarden, Mukund Sundararajan

Theory Comput., 2012

A Learning-Based Approach to Reactive Security.

Adam Barth, Benjamin I. P. Rubinstein, Mukund Sundararajan, John C. Mitchell, Dawn Song, Peter L. Bartlett

IEEE Trans. Dependable Secur. Comput., 2012

Universally Utility-maximizing Privacy Mechanisms.

Arpita Ghosh, Tim Roughgarden, Mukund Sundararajan

SIAM J. Comput., 2012

On Fixed-Price Marketing for Goods with Positive Network Externalities.

Vahab S. Mirrokni, Sebastien Roch, Mukund Sundararajan

Proceedings of the Internet and Network Economics - 8th International Workshop, 2012

2011

Axiomatic attribution for multilinear functions.

Yi Sun, Mukund Sundararajan

Proceedings of the Proceedings 12th ACM Conference on Electronic Commerce (EC-2011), 2011

Mean field equilibria of dynamic auctions with learning: A dynamic revenue equivalence theorem.

Krishnamurthy Iyer, Ramesh Johari, Mukund Sundararajan

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Universally optimal privacy mechanisms for minimax agents.

Mangesh Gupte, Mukund Sundararajan

Proceedings of the Twenty-Ninth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2010

Improved Kernel Common Vector Method for Face Recognition Varying in Background Conditions.

C. Lakshmi, M. Ponnavaikko, Mukund Sundararajan

Proceedings of the Computational Modeling of Objects Represented in Images, 2010

2009

Trade-offs in cost sharing.

Mukund Sundararajan

PhD thesis, 2009

New enhancements to the SOCKS communication network security protocol: Schemes and performance evaluation.

Mohammad S. Obaidat, Mukund Sundararajan

J. Syst. Softw., 2009

Quantifying inefficiency in cost-sharing mechanisms.

Tim Roughgarden, Mukund Sundararajan

J. ACM, 2009

Beyond Moulin mechanisms.

Aranyak Mehta, Tim Roughgarden, Mukund Sundararajan

Games Econ. Behav., 2009

2008

An Automated Approach for Proving PCL Invariants.

John C. Mitchell, Arnab Roy, Mukund Sundararajan

Proceedings of the Third International Workshop on Security and Rewriting Techniques, 2008

Optimal marketing strategies over social networks.

Jason D. Hartline, Vahab S. Mirrokni, Mukund Sundararajan

Proceedings of the 17th International Conference on World Wide Web, 2008

On characterizations of truthful mechanisms for combinatorial auctions and scheduling.

Shahar Dobzinski, Mukund Sundararajan

Proceedings of the Proceedings 9th ACM Conference on Electronic Commerce (EC-2008), 2008

New Techniques to Enhance the Capabilities of the Socks Network Security Protocol.

Mukund Sundararajan, Mohammad S. Obaidat

Proceedings of the SECRYPT 2008, 2008

An empirical analysis of return on investment maximization in sponsored search auctions.

Jason Auerbach, Joel Galenson, Mukund Sundararajan

Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising, 2008

2007

Mechanism design for stochastic optimization problems.

Samuel Ieong, Mukund Sundararajan, Anthony Man-Cho So

SIGecom Exch., 2007

Stochastic Mechanism Design.

Samuel Ieong, Anthony Man-Cho So, Mukund Sundararajan

Proceedings of the Internet and Network Economics, Third International Workshop, 2007

Computing Optimal Bundles for Sponsored Search.

Arpita Ghosh, Hamid Nazerzadeh, Mukund Sundararajan

Proceedings of the Internet and Network Economics, Third International Workshop, 2007

Optimal Efficiency Guarantees for Network Design Mechanisms.

Tim Roughgarden, Mukund Sundararajan

Proceedings of the Integer Programming and Combinatorial Optimization, 2007

2006

Approximately Efficient Cost-Sharing Mechanisms

Tim Roughgarden, Mukund Sundararajan

CoRR, 2006

Optimal Cost-Sharing Mechanisms for Steiner Forest Problems.

Shuchi Chawla, Tim Roughgarden, Mukund Sundararajan

Proceedings of the Internet and Network Economics, Second International Workshop, 2006

New trade-offs in cost-sharing mechanisms.

Tim Roughgarden, Mukund Sundararajan

Proceedings of the 38th Annual ACM Symposium on Theory of Computing, 2006

2005

A modular correctness proof of IEEE 802.11i and TLS.

Changhua He, Mukund Sundararajan, Anupam Datta, Ante Derek, John C. Mitchell

Proceedings of the 12th ACM Conference on Computer and Communications Security, 2005

2004

Chaining Algorithms for Alignment of Draft Sequence.

Mukund Sundararajan, Michael Brudno, Kerrin S. Small, Arend Sidow, Serafim Batzoglou

Proceedings of the Algorithms in Bioinformatics, 4th International Workshop, 2004