2nd Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD 2) (opens in new tab)
Friday, December 7, 2018 | 8:00 AM-6:30 PM
Invited speaker: Manik Varma
MLSys: Workshop on Systems for ML and Open Source Software (opens in new tab)
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” (opens in new tab)
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 (opens in new tab)
Friday, December 7, 2018 | 11:00 AM-1:30 PM
Keynote: danah boyd
Interpretability and Robustness in Audio, Speech, and Language (opens in new tab)
Saturday, December 8, 2018 | 9:00 AM-9:30 AM
Invited Speaker 1: Rich Caruana
Relational Representation Learning (opens in new tab)
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 (opens in new tab)
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 (opens in new tab)
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 (opens in new tab)
Second Workshop on Machine Learning for Creativity and Design (opens in new tab)
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 (opens in new tab)
Saturday, December 8, 2018 | 8:00 AM-6:30 PM
Invited speaker: Katja Hofmann
Machine Learning Open Source Software 2018: Sustainable communities (opens in new tab)
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