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Oral
Thu Dec 10 06:00 PM -- 06:15 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Theory-Inspired Path-Regularized Differential Network Architecture Search
Pan Zhou · Caiming Xiong · Richard Socher · Steven Hoi
Oral
Thu Dec 10 06:15 PM -- 06:30 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows
Cheng Zhang
Oral
Thu Dec 10 06:30 PM -- 06:45 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Transferable Graph Optimizers for ML Compilers
yanqiz Zhou · Sudip Roy · Amirali Abdolrashidi · Daniel Wong · Peter Ma · Qiumin Xu · Hanxiao Liu · Phitchaya Phothilimtha · Shen Wang · Anna Goldie · Azalia Mirhoseini · James Laudon
Break
Thu Dec 10 06:45 PM -- 07:00 PM (PST)
Break
Spotlight
Thu Dec 10 07:00 PM -- 07:10 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
A Study on Encodings for Neural Architecture Search
Colin White · Willie Neiswanger · Sam Nolen · Yash Savani
Spotlight
Thu Dec 10 07:10 PM -- 07:20 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding
Yongqi Zhang · Quanming Yao · Lei Chen
Spotlight
Thu Dec 10 07:20 PM -- 07:30 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Evolving Normalization-Activation Layers
Hanxiao Liu · Andy Brock · Karen Simonyan · Quoc V Le
Spotlight
Thu Dec 10 07:30 PM -- 07:40 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Open Graph Benchmark: Datasets for Machine Learning on Graphs
Weihua Hu · Matthias Fey · Marinka Zitnik · Yuxiao Dong · Hongyu Ren · Bowen Liu · Michele Catasta · Jure Leskovec
Q&A
Thu Dec 10 07:40 PM -- 07:50 PM (PST)
Joint Q&A for Preceeding Spotlights
Spotlight
Thu Dec 10 07:50 PM -- 08:00 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning
Woosuk Kwon · Gyeong-In Yu · Eunji Jeong · Byung-Gon Chun
Spotlight
Thu Dec 10 08:00 PM -- 08:10 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
MCUNet: Tiny Deep Learning on IoT Devices
Ji Lin · Wei-Ming Chen · Yujun Lin · john cohn · Chuang Gan · Song Han
Spotlight
Thu Dec 10 08:10 PM -- 08:20 PM (PST) @ Orals & Spotlights: Health/AutoML/(Soft|Hard)ware
Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming
Vo Nguyen Le Duy · Hiroki Toda · Ryota Sugiyama · Ichiro Takeuchi
Q&A
Thu Dec 10 08:20 PM -- 08:30 PM (PST)
Joint Q&A for Preceeding Spotlights
Break
Thu Dec 10 08:30 PM -- 09:00 PM (PST)
Break