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Poster
Thu 17:00 Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks
Spencer Frei · Yuan Cao · Quanquan Gu
Workshop
Fri 15:15 Algorithm-Accelerator Co-Design for Neural Network Specialization
Zhiru Zhang
Poster
Wed 17:00 On the equivalence between graph isomorphism testing and function approximation with GNNs
Zhengdao Chen · Soledad Villar · Lei Chen · Joan Bruna
Poster
Wed 17:00 Exponential Family Estimation via Adversarial Dynamics Embedding
Bo Dai · Zhen Liu · Hanjun Dai · Niao He · Arthur Gretton · Le Song · Dale Schuurmans
Poster
Tue 17:30 XNAS: Neural Architecture Search with Expert Advice
Niv Nayman · Asaf Noy · Tal Ridnik · Itamar Friedman · Rong Jin · Lihi Zelnik
Poster
Thu 17:00 Chirality Nets for Human Pose Regression
Raymond A. Yeh · Yuan-Ting Hu · Alex Schwing
Poster
Wed 10:45 Uncertainty on Asynchronous Time Event Prediction
Marin Biloš · Bertrand Charpentier · Stephan Günnemann
Poster
Tue 10:45 Exact inference in structured prediction
Kevin Bello · Jean Honorio
Poster
Thu 10:45 Learning Nearest Neighbor Graphs from Noisy Distance Samples
Blake Mason · Ardhendu Tripathy · Robert Nowak
Poster
Tue 17:30 Weighted Linear Bandits for Non-Stationary Environments
Yoan Russac · Claire Vernade · Olivier Cappé
Poster
Tue 17:30 Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits
Yogev Bar-On · Yishay Mansour
Poster
Thu 10:45 On Robustness to Adversarial Examples and Polynomial Optimization
Pranjal Awasthi · Abhratanu Dutta · Aravindan Vijayaraghavan