6 ICLR 2019 Accepted Papers

6 papers co-authored by the OxCSML group members are being presented at the main program of ICLR 2019:

• A Statistical Approach to Assessing Neural Network Robustness. Stefan Webb, Tom Rainforth, Yee Whye Teh, M. Pawan Kumar

• Attentive Neural Processes. Hyunjik Kim, Andriy Mnih, Jonathan Schwarz, Marta Garnelo, Ali Eslami, Dan Rosenbaum, Oriol Vinyals, Yee Whye Teh

• Neural Probabilistic Motor Primitives for Humanoid Control. Josh Merel, Leonard Hasenclever, Alexandre Galashov, Arun Ahuja, Vu Pham, Greg Wayne, Yee Whye Teh, Nicolas Heess

• Do Deep Generative Models Know What They Don’t Know?.
  Eric Nalisnick, Akihiro Matsukawa, Yee Whye Teh, Dilan Gorur, Balaji Lakshminarayanan

• Information asymmetry in KL-regularized RL. Alexandre Galashov, Siddhant M. Jayakumar, Leonard Hasenclever, Dhruva Tirumala, Jonathan Schwarz, Guillaume Desjardins, Wojciech M. Czarnecki, Yee Whye Teh, Razvan Pascanu, Nicolas Heess

• Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives. George Tucker, Dieterich Lawson, Shixiang Gu, Chris J. Maddison