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Published Date

Publication

Conversational Chatbot for Cigarette Smoking Cessation: Results From the 11-Step User-Centered Design Development Process and Randomized Controlled Trial

Jonathan B Bricker , Brianna Sullivan, Kristin Mull, Margarita Santiago-Torres, Juan M. Lavista Ferres

JMIR mHealth uHealth | July 2024

Tool

LongRoPE is a novel method that extends the context window of pre-trained LLMs to an impressive 2048k tokens by non-uniformly rescaling RoPE positional embeddings. LongRoPE has been integrated into Microsoft Phi-3.

GitHub Publication

Microsoft Research Blog

Microsoft at ICML 2024: Innovations in machine learning

July 22, 2024

The competitive dynamics of AI agents and a method for learning and applying temporal action abstractions represent just some of Microsoft’s contributions to ICML 2024.

Publication

MGit: A Model Versioning and Management System

Wei Hao, Daniel Mendoza, Rafael da Silva, Deepak Narayanan, Amar Phanishayee, Asaf Cidon, Junfeng Yang

2024 International Conference on Machine Learning | July 2024

Project

Publication

Integrated Hardware Architecture and Device Placement Search

Irene Wang, Jakub Tarnawski, Amar Phanishayee, Divya Mahajan

2024 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

Event

ICML 2024

July 21, 2024 – July 27, 2024 | Vienna, Austria

Microsoft is proud to be a sponsor of The International Conference on Machine Learning (ICML) (opens in new tab), a premier gathering of professionals dedicated to the advancement of the branch of artificial intelligence known…

Microsoft at ICML 2024 event header | abstract background pattern

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

Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning

Dylan Foster, Adam Block, Dipendra Misra

NeurIPS 2024 | July 2024

Artificial Intelligence

Highlights