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Tutorial
Mon 5:00 Background and Scaffolding
Vukosi Marivate · David I Adelani
Tutorial
Mon 13:00 Machine Learning and Statistics for Climate Science
Karen A McKinnon · Andrew N Poppick
Tutorial
Mon 13:00 Introduction
Andrew N Poppick · Karen A McKinnon
Tutorial
Mon 14:10 Climate Extremes
Andrew N Poppick
Tutorial
Mon 14:35 Quantile Regression for Climate Science
Andrew N Poppick
Tutorial
Mon 15:15 Bias Correction Methods for Climate Model Output
Andrew N Poppick
Tutorial
Mon 16:50 Concluding Remarks
Karen A McKinnon · Andrew N Poppick
Datasets and Benchmarks
Tue 0:05 Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management
Cécile Logé · Emily Ross · David Dadey · Saahil Jain · Adriel Saporta · Andrew Ng · Pranav Rajpurkar
Datasets and Benchmarks
Tue 0:15 It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks
Michelle Bao · Angela Zhou · Samantha Zottola · Brian Brubach · Sarah Desmarais · Aaron Horowitz · Kristian Lum · Suresh Venkatasubramanian
Oral
Tue 0:20 Online Variational Filtering and Parameter Learning
Andrew Campbell · Yuyang Shi · Thomas Rainforth · Arnaud Doucet
Oral
Tue 0:40 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons
Paul Haider · Benjamin Ellenberger · Laura Kriener · Jakob Jordan · Walter Senn · Mihai A. Petrovici
Oral
Tue 1:00 An Exponential Lower Bound for Linearly Realizable MDP with Constant Suboptimality Gap
Yuanhao Wang · Ruosong Wang · Sham Kakade