Cong Han Lim

According to our database, Cong Han Lim authored at least 10 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2021

Parallelizing Subgradient Methods for the Lagrangian Dual in Stochastic Mixed-Integer Programming.

Cong Han Lim, Jeffrey T. Linderoth, James R. Luedtke, Stephen J. Wright

INFORMS J. Optim., January, 2021

2020

Hierarchical Verification for Adversarial Robustness.

Cong Han Lim, Raquel Urtasun, Ersin Yumer

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

A Distributed Quasi-Newton Algorithm for Primal and Dual Regularized Empirical Risk Minimization.

Ching-pei Lee, Cong Han Lim, Stephen J. Wright

CoRR, 2019

2018

An Efficient Pruning Algorithm for Robust Isotonic Regression.

Cong Han Lim

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Distributed Quasi-Newton Algorithm for Empirical Risk Minimization with Nonsmooth Regularization.

Ching-pei Lee, Cong Han Lim, Stephen J. Wright

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms.

Cong Han Lim, Stephen J. Wright

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Valid Inequalities for Separable Concave Constraints with Indicator Variables.

Cong Han Lim, Jeff T. Linderoth, James R. Luedtke

Proceedings of the Integer Programming and Combinatorial Optimization, 2016

A Box-Constrained Approach for Hard Permutation Problems.

Cong Han Lim, Steve Wright

Proceedings of the 33nd International Conference on Machine Learning, 2016

Efficient Bregman Projections onto the Permutahedron and Related Polytopes.

Cong Han Lim, Stephen J. Wright

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2014

Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems.

Cong Han Lim, Stephen J. Wright

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014