Poster

Tue 9:00

Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
Abhishek Roy · Krishnakumar Balasubramanian · Saeed Ghadimi

Poster

Tue 14:00

Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator
Lior Danon · Dan Garber

Poster

[Re] Projection-based Algorithm for Updating the TruncatedSVD of Evolving Matrices
Andy Chen · Shion Matsumoto · Rohan Sinha Varma

Poster

Tue 14:00

A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
Tesi Xiao · Krishnakumar Balasubramanian · Saeed Ghadimi

Poster

Wed 9:00

Moment Distributionally Robust Tree Structured Prediction
Yeshu Li · Danyal Saeed · Xinhua Zhang · Brian Ziebart · Kevin Gimpel

Poster

You Never Stop Dancing: Non-freezing Dance Generation via Bank-constrained Manifold Projection
Jiangxin Sun · Chunyu Wang · Huang Hu · Hanjiang Lai · Zhi Jin · Jian-Fang Hu

Poster

Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective
Jiadong Liang · Yuze Han · Xiang Li · Zhihua Zhang

Poster

Constrained Update Projection Approach to Safe Policy Optimization
Long Yang · Jiaming Ji · Juntao Dai · Linrui Zhang · Binbin Zhou · Pengfei Li · Yaodong Yang · Gang Pan

Poster

Thu 14:00

Amortized Projection Optimization for Sliced Wasserstein Generative Models
Khai Nguyen · Nhat Ho

Poster

Wed 14:00

Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
Wael Alghamdi · Hsiang Hsu · Haewon Jeong · Hao Wang · Peter Michalak · Shahab Asoodeh · Flavio Calmon

Poster

Tue 14:00

Efficient Methods for Non-stationary Online Learning
Peng Zhao · Yan-Feng Xie · Lijun Zhang · Zhi-Hua Zhou

Poster

Tue 9:00

Optimal Transport of Classifiers to Fairness
Maarten Buyl · Tijl De Bie