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July 17, 2022 Expo schedule » New in ML »

Timezone: America/New_York »

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 Wed Jul 20, 2022

Time Room 327 - 329
04:30 PM (Spotlights)
Deep Learning/Optimization
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks
04:35 PM (Spotlights)
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm
04:40 PM (Spotlights)
Auxiliary Learning with Joint Task and Data Scheduling
04:45 PM (Spotlights)
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence
04:50 PM (Spotlights)
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers
04:55 PM (Spotlights)
Generalizing Gaussian Smoothing for Random Search
05:00 PM (Orals)
A General Recipe for Likelihood-free Bayesian Optimization
05:20 PM (Spotlights)
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
05:25 PM (Spotlights)
Risk-Averse No-Regret Learning in Online Convex Games
05:30 PM (Spotlights)
Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters
05:35 PM (Spotlights)
Robust Multi-Objective Bayesian Optimization Under Input Noise
05:40 PM (Spotlights)
Gradient-Free Method for Heavily Constrained Nonconvex Optimization
05:45 PM (Spotlights)
Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound
05:50 PM (Spotlights)
The power of first-order smooth optimization for black-box non-smooth problems