Publication Integrated Hardware Architecture and Device Placement Search Irene Wang, Jakub Tarnawski, Amar Phanishayee, Divya Mahajan International Conference on Machine Learning | July 2024 Project
Publication DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving Foteini Strati, Sara Mcallister, Amar Phanishayee, Jakub Tarnawski, Ana Klimovic ICML 2024 | July 2024 Project
Publication Stealing Part of a Production Language Model Nicholas Carlini, Daniel Paleka, Krishnamurthy Dj Dvijotham, Thomas Steinke, Jonathan Hayase, A. Feder Cooper, Katherine Lee, Matthew Jagielski, Milad Nasr, Arthur Conmy, Itay Yona, Eric Wallace, David Rolnick, Florian Tramèr ICML 2024 | July 2024 Best Paper
Publication Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models Bin Benjamin Zhu International Conference on Machine Learning | July 2024
Publication Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond Xutong Liu, Siwei Wang, Jinhang Zuo, Han Zhong, Xuchuang Wang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, John C.S. Lui, Wei Chen Proceedings of the 41st International Conference on Machine Learning (ICML) | July 2024
Publication TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews Rohit Dwivedula, Sriram Sridhar, Sambhav Satija, Muthian Sivathanu, Nishanth Chandran , Divya Gupta, Satya Lokam July 2024 July 2024 https://arxiv.org/abs/2402.18386
Publication Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning Dylan Foster, Adam Block, Dipendra Misra NeurIPS 2024 | July 2024
Publication Improving Context-Aware Preference Modeling for Language Models Silviu Pitis, Ziang Xiao, Nicolas Le Roux, Alessandro Sordoni NeurIPS 2024 | July 2024
Publication As Generative Models Improve, People Adapt Their Prompts E. Jahani, Benjamin S. Manning, Joe Zhang, Hong-Yi TuYe, Mohammed Alsobay, Christos Nicolaides, Siddharth Suri, David Holtz July 2024 SSRN | July 2024
Publication Correcting the Mythos of KL-Regularization: Direct Alignment without Overoptimization via Chi-Squared Preference Optimization Audrey Huang, Wenhao Zhan, Tengyang Xie, Jason D. Lee, Wen Sun, Akshay Krishnamurthy, Dylan Foster ICLR 2025 | July 2024