Poster
|
Wed 14:00
|
SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator
Cong Fang · Chris Junchi Li · Zhouchen Lin · Tong Zhang
|
|
Spotlight
|
Wed 13:20
|
SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator
Cong Fang · Chris Junchi Li · Zhouchen Lin · Tong Zhang
|
|
Poster
|
Wed 14:00
|
rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions
Mathieu Fehr · Olivier Buffet · Vincent Thomas · Jilles Dibangoye
|
|
Poster
|
Wed 14:00
|
Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models
Yining Wang · Xi Chen · Yuan Zhou
|
|
Poster
|
Wed 14:00
|
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal
Jiantao Jiao · Weihao Gao · Yanjun Han
|
|
Poster
|
Wed 7:45
|
Near-Optimal Time and Sample Complexities for Solving Markov Decision Processes with a Generative Model
Aaron Sidford · Mengdi Wang · Xian Wu · Lin Yang · Yinyu Ye
|
|
Spotlight
|
Wed 12:30
|
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal
Jiantao Jiao · Weihao Gao · Yanjun Han
|
|
Workshop
|
Sat 8:15
|
Placeto: Efficient Progressive Device Placement Optimization
|
|
Workshop
|
Sat 7:10
|
Contributed Talk 2: Joint Belief Tracking and Reward Optimization through Approximate Inference
|
|
Workshop
|
Sat 7:15
|
Stochastic optimization library: SGDLibrary
Hiroyuki Kasai
|
|
Workshop
|
Fri 5:00
|
Smooth Games Optimization and Machine Learning
Simon Lacoste-Julien · Ioannis Mitliagkas · Gauthier Gidel · Vasilis Syrgkanis · Eva Tardos · Leon Bottou · Sebastian Nowozin
|
|
Workshop
|
Sat 7:25
|
McTorch, a manifold optimization library for deep learning
Anoop Kunchukuttan
|
|