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Spotlight
Thu Jul 21 10:30 AM -- 10:35 AM (PDT) @ Room 309
Dynamic Topic Models for Temporal Document Networks
In Deep Learning/MISC
Delvin Zhang · Hady Lauw
Spotlight
Thu Jul 21 10:35 AM -- 10:40 AM (PDT) @ Room 309
A Functional Information Perspective on Model Interpretation
In Deep Learning/MISC
Itai Gat · Nitay Calderon · Roi Reichart · Tamir Hazan
Spotlight
Thu Jul 21 10:40 AM -- 10:45 AM (PDT) @ Room 309
Be Like Water: Adaptive Floating Point for Machine Learning
In Deep Learning/MISC
Thomas Y. Yeh · Maxwell Sterner · Zerlina Lai · Brandon Chuang · Alexander Ihler
Spotlight
Thu Jul 21 10:45 AM -- 10:50 AM (PDT) @ Room 309
Lie Point Symmetry Data Augmentation for Neural PDE Solvers
In Deep Learning/MISC
Johannes Brandstetter · Max Welling · Daniel Worrall
Spotlight
Thu Jul 21 10:50 AM -- 10:55 AM (PDT) @ Room 309
Fast Provably Robust Decision Trees and Boosting
In Deep Learning/MISC
Jun-Qi Guo · Ming-Zhuo Teng · Wei Gao · Zhi-Hua Zhou
Spotlight
Thu Jul 21 10:55 AM -- 11:00 AM (PDT) @ Room 309
Order Constraints in Optimal Transport
In Deep Learning/MISC
Yu Chin Fabian Lim · Laura Wynter · Shiau Hong Lim
Oral
Thu Jul 21 11:00 AM -- 11:20 AM (PDT) @ Room 309
Sublinear-Time Clustering Oracle for Signed Graphs
In Deep Learning/MISC
Stefan Neumann · Pan Peng
Spotlight
Thu Jul 21 11:20 AM -- 11:25 AM (PDT) @ Room 309
PAC-Bayesian Bounds on Rate-Efficient Classifiers
In Deep Learning/MISC
Alhabib Abbas · Yiannis Andreopoulos
Spotlight
Thu Jul 21 11:25 AM -- 11:30 AM (PDT) @ Room 309
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees
In Deep Learning/MISC
Osman Asif Malik
Spotlight
Thu Jul 21 11:30 AM -- 11:35 AM (PDT) @ Room 309
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
In Deep Learning/MISC
Momin Abbas · Quan Xiao · Lisha Chen · Pin-Yu Chen · Tianyi Chen
Spotlight
Thu Jul 21 11:35 AM -- 11:40 AM (PDT) @ Room 309
On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum
In Deep Learning/MISC
Hongchang Gao · Junyi Li · Heng Huang
Spotlight
Thu Jul 21 11:40 AM -- 11:45 AM (PDT) @ Room 309
SPDY: Accurate Pruning with Speedup Guarantees
In Deep Learning/MISC
Elias Frantar · Dan Alistarh
Spotlight
Thu Jul 21 11:45 AM -- 11:50 AM (PDT) @ Room 309
Flashlight: Enabling Innovation in Tools for Machine Learning
In Deep Learning/MISC
Jacob Kahn · Vineel Pratap · Tatiana Likhomanenko · Qiantong Xu · Awni Hannun · Jeff Cai · Paden Tomasello · Ann Lee · Edouard Grave · Gilad Avidov · Benoit Steiner · Vitaliy Liptchinsky · Gabriel Synnaeve · Ronan Collobert
Spotlight
Thu Jul 21 11:50 AM -- 11:55 AM (PDT) @ Room 309
On the Robustness of CountSketch to Adaptive Inputs
In Deep Learning/MISC
Edith Cohen · Xin Lyu · Jelani Nelson · Tamas Sarlos · Moshe Shechner · Uri Stemmer