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Oral
Tue Dec 04 07:05 AM -- 07:20 AM (PST) @ Room 220 CD
On Neuronal Capacity
In Tue Track 1 -- Session 1
Pierre Baldi · Roman Vershynin
[ Paper]  [ Video]  [ Video] 
Oral
Tue Dec 04 07:05 AM -- 07:20 AM (PST) @ Room 220 E
On the Dimensionality of Word Embedding
In Tue Track 2 -- Session 1
Zi Yin · Yuanyuan Shen
[ Paper] 
Oral
Tue Dec 04 07:05 AM -- 07:20 AM (PST) @ Room 517 CD
Phase Retrieval Under a Generative Prior
In Tue Track 3 -- Session 1
Paul Hand · Oscar Leong · Vlad Voroninski
[ Paper]  [ Video] 
Oral
Tue Dec 04 07:30 AM -- 07:45 AM (PST) @ Room 220 CD
Dendritic cortical microcircuits approximate the backpropagation algorithm
In Tue Track 1 -- Session 1
João Sacramento · Rui Ponte Costa · Yoshua Bengio · Walter Senn
[ Paper]  [ Video] 
Oral
Tue Dec 04 07:30 AM -- 07:45 AM (PST) @ Room 220 E
A Retrieve-and-Edit Framework for Predicting Structured Outputs
In Tue Track 2 -- Session 1
Tatsunori Hashimoto · Kelvin Guu · Yonatan Oren · Percy Liang
[ Paper] 
Oral
Tue Dec 04 07:30 AM -- 07:45 AM (PST) @ Room 517 CD
Spectral Filtering for General Linear Dynamical Systems
In Tue Track 3 -- Session 1
Elad Hazan · Holden Lee · Karan Singh · Cyril Zhang · Yi Zhang
[ Paper]  [ Video] 
Oral
Tue Dec 04 12:50 PM -- 01:05 PM (PST) @ Room 220 CD
Generalisation of structural knowledge in the hippocampal-entorhinal system
In Tue Track 1 -- Session 2
James Whittington · Timothy Muller · Shirely Mark · Caswell Barry · Tim Behrens
[ Paper]  [ Video] 
Oral
Tue Dec 04 12:50 PM -- 01:05 PM (PST) @ Room 220 E
Neural Ordinary Differential Equations
In Tue Track 2 -- Session 2
Tian Qi Chen · Yulia Rubanova · Jesse Bettencourt · David Duvenaud
[ Paper]  [ Video] 
Oral
Tue Dec 04 12:50 PM -- 01:05 PM (PST) @ Room 517 CD
Model-Agnostic Private Learning
In Tue Track 3 -- Session 2
Raef Bassily · Abhradeep Guha Thakurta · Om Thakkar
[ Paper]  [ Video] 
Oral
Tue Dec 04 01:25 PM -- 01:40 PM (PST) @ Room 220 CD
A probabilistic population code based on neural samples
In Tue Track 1 -- Session 2
Sabyasachi Shivkumar · Richard Lange · Ankani Chattoraj · Ralf Haefner
Oral
Tue Dec 04 01:25 PM -- 01:40 PM (PST) @ Room 220 E
How Does Batch Normalization Help Optimization?
In Tue Track 2 -- Session 2
Shibani Santurkar · Dimitris Tsipras · Andrew Ilyas · Aleksander Madry
[ Video] 
Oral
Tue Dec 04 01:25 PM -- 01:40 PM (PST) @ Room 517 CD
Learning to Solve SMT Formulas
In Tue Track 3 -- Session 2
Mislav Balunovic · Pavol Bielik · Martin Vechev
[ Video] 
Oral
Wed Dec 05 07:05 AM -- 07:20 AM (PST) @ Room 220 CD
Exploration in Structured Reinforcement Learning
In Wed Track 1 -- Session 1
Jungseul Ok · Alexandre Proutiere · Damianos Tranos
[ Video] 
Oral
Wed Dec 05 07:05 AM -- 07:20 AM (PST) @ Room 220 E
Visual Memory for Robust Path Following
In Wed Track 2 -- Session 1
Ashish Kumar · Saurabh Gupta · David Fouhey · Sergey Levine · Jitendra Malik
[ Video] 
Oral
Wed Dec 05 07:05 AM -- 07:20 AM (PST) @ Room 517 CD
Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes
In Wed Track 3 -- Session 1
Hassan Ashtiani · Shai Ben-David · Nicholas Harvey · Christopher Liaw · Abbas Mehrabian · Yaniv Plan
[ Video] 
Oral
Wed Dec 05 12:50 PM -- 01:05 PM (PST) @ Room 220 CD
Policy Optimization via Importance Sampling
In Wed Track 1 -- Session 2
Alberto Maria Metelli · Matteo Papini · Francesco Faccio · Marcello Restelli
[ Video] 
Oral
Wed Dec 05 12:50 PM -- 01:05 PM (PST) @ Room 220 E
Isolating Sources of Disentanglement in Variational Autoencoders
In Wed Track 2 -- Session 2
Tian Qi Chen · Xuechen (Chen) Li · Roger Grosse · David Duvenaud
[ Video] 
Oral
Wed Dec 05 12:50 PM -- 01:05 PM (PST) @ Room 517 CD
Stochastic Cubic Regularization for Fast Nonconvex Optimization
In Wed Track 3 -- Session 2
Nilesh Tripuraneni · Mitchell Stern · Chi Jin · Jeffrey Regier · Michael Jordan
[ Video] 
Oral
Wed Dec 05 01:25 PM -- 01:40 PM (PST) @ Room 220 CD
Recurrent World Models Facilitate Policy Evolution
In Wed Track 1 -- Session 2
David Ha · Jürgen Schmidhuber
[ Video] 
Oral
Wed Dec 05 01:25 PM -- 01:40 PM (PST) @ Room 220 E
Approximate Knowledge Compilation by Online Collapsed Importance Sampling
In Wed Track 2 -- Session 2
Tal Friedman · Guy Van den Broeck
[ Video] 
Oral
Wed Dec 05 01:25 PM -- 01:40 PM (PST) @ Room 517 CD
Analysis of Krylov Subspace Solutions of Regularized Non-Convex Quadratic Problems
In Wed Track 3 -- Session 2
Yair Carmon · John Duchi
[ Video] 
Oral
Thu Dec 06 07:05 AM -- 07:20 AM (PST) @ Room 220 CD
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models
In Thu Track 1 -- Session 1
Amir Dezfouli · Richard Morris · Fabio Ramos · Peter Dayan · Bernard Balleine
[ Video] 
Oral
Thu Dec 06 07:05 AM -- 07:20 AM (PST) @ Room 220 E
Variational Inference with Tail-adaptive f-Divergence
In Thu Track 2 -- Session 1
Dilin Wang · Hao Liu · Qiang Liu
[ Video] 
Oral
Thu Dec 06 07:05 AM -- 07:20 AM (PST) @ Room 517 CD
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization
In Thu Track 3 -- Session 1
Rad Niazadeh · Tim Roughgarden · Joshua Wang
[ Video] 
Oral
Thu Dec 06 12:50 PM -- 01:05 PM (PST) @ Room 220 CD
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
In Thu Track 1 -- Session 2
Jacob Buckman · Danijar Hafner · George Tucker · Eugene Brevdo · Honglak Lee
[ Video] 
Oral
Thu Dec 06 12:50 PM -- 01:05 PM (PST) @ Room 220 E
Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning
In Thu Track 2 -- Session 2
Supasorn Suwajanakorn · Noah Snavely · Jonathan Tompson · Mohammad Norouzi
[ Video] 
Oral
Thu Dec 06 12:50 PM -- 01:05 PM (PST) @ Room 517 CD
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks
In Thu Track 3 -- Session 2
Kevin Scaman · Francis Bach · Sebastien Bubeck · Laurent Massoulié · Yin Tat Lee
[ Slides]  [ Video] 
Oral
Thu Dec 06 01:25 PM -- 01:40 PM (PST) @ Room 220 CD
Non-delusional Q-learning and value-iteration
In Thu Track 1 -- Session 2
Tyler Lu · Dale Schuurmans · Craig Boutilier
[ Video] 
Oral
Thu Dec 06 01:25 PM -- 01:40 PM (PST) @ Room 220 E
Learning to Reconstruct Shapes from Unseen Classes
In Thu Track 2 -- Session 2
Xiuming Zhang · Zhoutong Zhang · Chengkai Zhang · Josh Tenenbaum · Bill Freeman · Jiajun Wu
[ Video] 
Oral
Thu Dec 06 01:25 PM -- 01:40 PM (PST) @ Room 517 CD
Smoothed analysis of the low-rank approach for smooth semidefinite programs
In Thu Track 3 -- Session 2
Thomas Pumir · Samy Jelassi · Nicolas Boumal
[ Video]