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Poster
Tue 7:00 NGBoost: Natural Gradient Boosting for Probabilistic Prediction
Tony Duan · Anand Avati · Daisy Ding · Khanh K. Thai · Sanjay Basu · Andrew Ng · Alejandro Schuler
Poster
Tue 7:00 FedBoost: A Communication-Efficient Algorithm for Federated Learning
Jenny Hamer · Mehryar Mohri · Ananda Theertha Suresh
Poster
Tue 8:00 The Tree Ensemble Layer: Differentiability meets Conditional Computation
Hussein Hazimeh · Natalia Ponomareva · Petros Mol · Zhenyu Tan · Rahul Mazumder
Poster
Tue 8:00 Boosting for Control of Dynamical Systems
Naman Agarwal · Nataly Brukhim · Elad Hazan · Zhou Lu
Poster
Tue 9:00 Low-loss connection of weight vectors: distribution-based approaches
Ivan Anokhin · Dmitry Yarotsky
Poster
Tue 9:00 BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
Xiaochen Wang · Arash Pakbin · Bobak Mortazavi · Hongyu Zhao · Donald Lee
Poster
Tue 11:00 Smaller, more accurate regression forests using tree alternating optimization
Arman Zharmagambetov · Miguel Carreira-Perpinan
Poster
Tue 12:00 IPBoost – Non-Convex Boosting via Integer Programming
Marc Pfetsch · Sebastian Pokutta
Poster
Tue 13:00 StochasticRank: Global Optimization of Scale-Free Discrete Functions
Aleksei Ustimenko · Liudmila Prokhorenkova
Poster
Tue 14:00 Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure
John Sipple
Poster
Wed 11:00 Double Trouble in Double Descent: Bias and Variance(s) in the Lazy Regime
Stéphane d'Ascoli · Maria Refinetti · Giulio Biroli · Florent Krzakala
Poster
Wed 13:00 Quantum Boosting
Srinivasan Arunachalam · Reevu Maity