Workshop
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Contributed Talk 2 Presentation - "Diluted Near-Optimal Expert Demonstrations for Guiding Dialogue Stochastic Policy Optimisation"
Thibault Cordier
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Workshop
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Fri 11:00
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Invited speaker: Stochastic Geodesic Optimization, Ashia Wilson
Ashia Wilson
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Workshop
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Sat 12:42
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Sequential Stochastic Network Structure Optimization With Applications to Addressing Canada's Obesity Epidemic - Nicholas Johnson
Nicholas Johnson
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Poster
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Thu 9:00
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Robust, Accurate Stochastic Optimization for Variational Inference
Akash Kumar Dhaka · Alejandro Catalina · Michael Andersen · Måns Magnusson · Jonathan Huggins · Aki Vehtari
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Poster
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Thu 9:00
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Can Implicit Bias Explain Generalization? Stochastic Convex Optimization as a Case Study
Assaf Dauber · Meir Feder · Tomer Koren · Roi Livni
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Poster
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Wed 9:00
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DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs
yaxing wang · Lu Yu · Joost van de Weijer
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Workshop
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Fri 8:00
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Contributed Video: Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization, Samuel Horvath
Samuel Horváth
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Poster
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Thu 9:00
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Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning
Yifan Hu · Siqi Zhang · Xin Chen · Niao He
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Poster
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Wed 9:00
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Dual-Free Stochastic Decentralized Optimization with Variance Reduction
Hadrien Hendrikx · Francis Bach · Laurent Massoulié
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Poster
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Wed 9:00
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Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping
Eduard Gorbunov · Marina Danilova · Alexander Gasnikov
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Poster
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Tue 21:00
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Optimal Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization
Yan Yan · Yi Xu · Qihang Lin · Wei Liu · Tianbao Yang
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Poster
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Wed 9:00
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Stochastic Optimization with Laggard Data Pipelines
Naman Agarwal · Rohan Anil · Tomer Koren · Kunal Talwar · Cyril Zhang
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