Topic

Machine Learning

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Papers

2025

Venue	Title	Topic
ICML	Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention	Machine Learning, Cryptography
PETS	TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks	Privacy, Machine Learning

2024

Venue	Title	Topic
MobiCom	MELTing Point: Mobile Evaluation of Language Transformers	Machine Learning, Systems
ICML	Maestro: Uncovering Low-Rank Structures via Trainable Decomposition	Machine Learning
ICML	Recurrent Early Exits for Federated Learning with Heterogeneous Clients	Machine Learning
ICLR	Confidential-DPproof: Confidential Proof of Differentially Private Training	Machine Learning

2021

Venue	Title	Topic
RecSys	Stronger Privacy for Federated Collaborative Filtering With Implicit Feedback	Machine Learning, Privacy

2020

Venue	Title	Topic
USENIX ATC	Percival: Making In-Browser Perceptual Ad Blocking Practical With Deep Learning	Machine Learning, Privacy
IEEE S&P	AdGraph: A Machine Learning Approach to Automatic and Effective Adblocking	Machine Learning, Privacy
MLSys	Privacy-Preserving Bandits	Machine Learning, Privacy
CHI	Evaluating the End-User Experience of Private Browsing Mode	Machine Learning, Privacy

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