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Poster
Wed 9:00 Evaluation of Neural Architectures Trained With Square Loss vs Cross-Entropy in Classification Tasks
Like Hui · Misha Belkin
Poster
Thu 1:00 Certify or Predict: Boosting Certified Robustness with Compositional Architectures
Mark Niklas Mueller · Mislav Balunovic · Martin Vechev
Spotlight
Tue 12:40 Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time
Tolga Ergen · Mert Pilanci
Workshop
Fri 6:31 Reasoning with Deep Learning Architectures Based on System 2 Inductive Biases
Yoshua Bengio
Poster
Wed 1:00 Net-DNF: Effective Deep Modeling of Tabular Data
Liran Katzir · Gal Elidan · Ran El-Yaniv
Poster
Mon 1:00 Spatially Structured Recurrent Modules
Nasim Rahaman · Anirudh Goyal · Muhammad Waleed Gondal · Manuel Wuthrich · Stefan Bauer · Yash Sharma · Yoshua Bengio · Bernhard Schoelkopf
Poster
Tue 17:00 Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time
Tolga Ergen · Mert Pilanci
Workshop
Fri 6:30 Intro: Reasoning with Deep Learning Architectures Based on System 2 Inductive Biases
Poster
Wed 9:00 Multiplicative Filter Networks
Rizal Fathony · Anit Kumar Sahu · Devin Willmott · Zico Kolter
Workshop
Fri 6:56 QA: Reasoning with Deep Learning Architectures Based on System 2 Inductive Biases