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Oral
Tue Dec 05 02:50 PM -- 03:05 PM (PST) @ Hall A
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly
In Algorithms, Optimization
Ethan Elenberg · Alex Dimakis · Moran Feldman · Amin Karbasi
Oral
Tue Dec 05 03:05 PM -- 03:20 PM (PST) @ Hall A
A unified approach to interpreting model predictions
In Algorithms, Optimization
Scott M Lundberg · Su-In Lee
Spotlight
Tue Dec 05 03:20 PM -- 03:25 PM (PST) @ Hall A
Differentiable Learning of Submodular Functions
In Algorithms, Optimization
Josip Djolonga · Andreas Krause
Spotlight
Tue Dec 05 03:25 PM -- 03:30 PM (PST) @ Hall A
Generalized Linear Model Regression under Distance-to-set Penalties
In Algorithms, Optimization
Jason Xu · Eric Chi · Kenneth Lange
Spotlight
Tue Dec 05 03:30 PM -- 03:35 PM (PST) @ Hall A
Decomposable Submodular Function Minimization: Discrete and Continuous
In Algorithms, Optimization
Alina Ene · Huy Nguyen · László A. Végh
Spotlight
Tue Dec 05 03:35 PM -- 03:40 PM (PST) @ Hall A
Unbiased estimates for linear regression via volume sampling
In Algorithms, Optimization
Michal Derezinski · Manfred K. Warmuth
Spotlight
Tue Dec 05 03:40 PM -- 03:45 PM (PST) @ Hall A
On Frank-Wolfe and Equilibrium Computation
In Algorithms, Optimization
Jacob D Abernethy · Jun-Kun Wang
Spotlight
Tue Dec 05 03:45 PM -- 03:50 PM (PST) @ Hall A
On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models
In Algorithms, Optimization
Adarsh Prasad · Alexandru Niculescu-Mizil · Pradeep Ravikumar