Microsoft @ NeurIPS 2018

2nd Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD 2)
Friday, December 7, 2018 | 8:00 AM-6:30 PM

Invited speaker: Manik Varma

MLSys: Workshop on Systems for ML and Open Source Software
Friday, December 7, 2018 | 8:00 AM-6:30 PM

Accepted paper: Matteo Interlandi, Sergiy Matusevych, Saeed Amizadeh, Shauheen Zahirazami, Markus Weimer | Machine Learning at Microsoft with ML.NET

Accepted paper: Gyeong-In Yu, Saeed Amizadeh, Byung-Gon Chun, Markus Weimer, Matteo Interlandi | Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach

Accepted paper: Yaoqing Yang, Matteo Interlandi, Pulkit Grover, Soummya Kar, Saeed Amizadeh, Markus Weimer | Coded Elastic Computing

2nd Conversational AI: “Today’s Practice and Tomorrow’s Potential”
Friday, December 7, 2018 | 9:00 AM-5:30 PM

Accepted paper: Elnaz Nouri, Ehsan Hosseini-Asl | Toward Scalable Neural Dialogue State Tracking Model

Workshop on Security in Machine Learning
Friday, December 7, 2018 | 11:00 AM-1:30 PM

Keynote: danah boyd

Interpretability and Robustness in Audio, Speech, and Language
Saturday, December 8, 2018 | 9:00 AM-9:30 AM

Invited Speaker 1: Rich Caruana

Relational Representation Learning
Saturday, December 8, 2018 | 8:00 AM-6:30 PM

10:15 AM spotlight talk: Saeed Amizadeh | A Neural Framework for Learning DAG to DAG Translation

Privacy Preserving Machine Learning
Saturday, December 8, 2018 | 8:00 AM-6:30 PM

Poster: Bolin Ding, Janardhan Kulkarni and Sergey Yekhanin | A Distributed Algorithm For Differentially Private Heavy Hitters

Poster: Joshua Allen, Bolin Ding, Janardhan Kulkarni, Harsha Nori, Olya Ohrimenko and Sergey Yekhanin | An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors

Second Workshop on Machine Learning for Creativity and Design
Saturday, December 8, 2018 | 8:00 AM-6:30 PM

Poster: Khyatti Gupta, Sonam Damani, Kedhar Nath Narahari | Using AI to Design Stone Jewelry

Wordplay: Reinforcement and Language Learning in Text-based Games
Saturday, December 8, 2018 | 8:00 AM-6:30 PM

Invited speaker: Katja Hofmann

Machine Learning Open Source Software 2018: Sustainable communities
Saturday, December 8, 2018 | 8:30 AM-5:35 PM

11:00AM poster: Mayank Meghwankshi, Pratik Jawanpuria, Anoop Kunchukuttan, Hiroyuki Kasai, Bamdev Michra, McTorch | a manifold optimization library for deep learning

11:00AM poster: Markus Weimer | Machine Learning at Microsoft with ML.NET