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Oral
Tue Jun 11 11:00 AM -- 11:20 AM (PDT) @ Room 201
Validating Causal Inference Models via Influence Functions
Ahmed Alaa · Mihaela van der Schaar
Oral
Tue Jun 11 11:20 AM -- 11:25 AM (PDT) @ Room 201
Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks
Charith Mendis · Alex Renda · Dr.Saman Amarasinghe · Michael Carbin
Oral
Tue Jun 11 11:25 AM -- 11:30 AM (PDT) @ Room 201
Learning to Groove with Inverse Sequence Transformations
Jon Gillick · Adam Roberts · Jesse Engel · Douglas Eck · David Bamman
Oral
Tue Jun 11 11:30 AM -- 11:35 AM (PDT) @ Room 201
Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI
Lei Han · Peng Sun · Yali Du · Jiechao Xiong · Qing Wang · Xinghai Sun · Han Liu · Tong Zhang
Oral
Tue Jun 11 11:35 AM -- 11:40 AM (PDT) @ Room 201
HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving
Kshitij Bansal · Sarah Loos · Markus Rabe · Christian Szegedy · Stewart Wilcox
Oral
Tue Jun 11 11:40 AM -- 12:00 PM (PDT) @ Room 201
Molecular Hypergraph Grammar with Its Application to Molecular Optimization
Hiroshi Kajino
Oral
Tue Jun 11 12:00 PM -- 12:05 PM (PDT) @ Room 201
Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance
Dasaem Jeong · Taegyun Kwon · Yoojin Kim · Juhan Nam
Oral
Tue Jun 11 12:05 PM -- 12:10 PM (PDT) @ Room 201
Learning to Prove Theorems via Interacting with Proof Assistants
Kaiyu Yang · Jia Deng
Oral
Tue Jun 11 12:10 PM -- 12:15 PM (PDT) @ Room 201
Circuit-GNN: Graph Neural Networks for Distributed Circuit Design
GUO ZHANG · Hao He · Dina Katabi
Oral
Tue Jun 11 12:15 PM -- 12:20 PM (PDT) @ Room 201
Learning to Optimize Multigrid PDE Solvers
Daniel Greenfeld · Meirav Galun · Ronen Basri · Irad Yavneh · Ron Kimmel