Conferences
8 results
2025
[8] Position: LLM Unlearning Benchmarks are Weak Measures of Progress , , , , and In 2025 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), . [bibtex] [pdf]
2024
[7] On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift , , and In Neural Information Processing Systems (NeurIPS), . [bibtex] [pdf]
2023
[6] Congestion Control Safety via Comparative Statics , and In IEEE INFOCOM, . [bibtex] [pdf]
[5] On Noisy Evaluation in Federated Hyperparameter Tuning , , , , , and In Machine Learning and Systems (MLSys), . [bibtex] [pdf]
2021
[4] Clamor: Extending Functional Cluster Computing Frameworks with Fine-Grained Remote Memory Access , , , , and In SoCC, . [bibtex] [pdf]
2018
[3] Evaluating End-to-End Optimization for Data Analytics in Weld , , , , , , , , , , and In VLDB, . [bibtex] [pdf]
2014
[2] An Experimental Study of the Learnability of Congestion Control , , and In ACM SIGCOMM, . [bibtex] [pdf]
2012
[1] Toward Information-Theoretic Human-Robot Dialog , , , , and In Robotics: Science and Systems, . [bibtex] [pdf]
Workshops
6 results
2025
[6]Lower Bounds for Public-Private Computation under Distribution Shift In Workshop on Theory and Practice of Differential Privacy, . [bibtex]
[5]Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference In Workshop on Theory and Practice of Differential Privacy, . [bibtex]
[4]Generate-then-Verify: Reconstructing Data from Limited Published Statistics In Workshop on Theory and Practice of Differential Privacy, . [bibtex]
2021
[3] Don't Hate the Player, Hate the Game: Safety and Utility in Multi-Agent Congestion Control and In ACM Workshop on Hot Topics in Networking (HotNets), . [bibtex] [pdf]
2020
[2] Overlook: Differentially Private Exploratory Visualization for Big Data , , , and In Workshop on Theory and Practice of Differential Privacy, . [bibtex] [pdf]
2017
[1] Semantics-Aware Program Sampling , , and In NIPS Workshop on Discrete Structures in Machine Learning, . [bibtex] [pdf]
Journals
4 results
2022
[4]Overlook: Differentially Private Exploratory Visualization for Big Data , , , and In Journal of Privacy and Confidentiality, volume 12, . [bibtex]
2017
[3]Online Learning of Symbolic Concepts , and In Journal of Mathematical Psychology, volume 77, . [bibtex]
2013
[2]Learning Perceptually Grounded Word Meanings from Unaligned Parallel Data , , and In Machine Learning, Springer, volume 94, . [bibtex]
[1]Clarifying Commands with Information-Theoretic Human-Robot Dialog , , , , and In Journal of Human-Robot Interaction, volume 2, . [bibtex]