Poster

Tue 14:00

Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent
Sebastian Dalleiger · Jilles Vreeken

Poster

Tue 9:00

Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
Jayneel Parekh · Sanjeel Parekh · Pavlo Mozharovskyi · Florence d'Alché-Buc · Gaël Richard

Poster

Thu 14:00

A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data
Jelena Diakonikolas · Chenghui Li · Swati Padmanabhan · Chaobing Song

Poster

Thu 9:00

A sharp NMF result with applications in network modeling
Jiashun Jin

Poster

Thu 9:00

Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
Hualin Zhang · Huan Xiong · Bin Gu

Poster

Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks
Dan Zhao

Workshop

Identifying Witnesses to Noise Transients in Ground-based Gravitational-wave Observations using Auxiliary Channels with Matrix and Tensor Factorization Techniques
Rutuja Gurav · Vagelis Papalexakis · Gabriele Vajente · Jonathan Richardson · Barry Barish

Poster

Thu 9:00

Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams
Sergey Denisov · H. Brendan McMahan · John Rush · Adam Smith · Abhradeep Guha Thakurta

Poster

Wed 14:00

Factored Adaptation for Non-Stationary Reinforcement Learning
Fan Feng · Biwei Huang · Kun Zhang · Sara Magliacane