Load Balancing Under Fine-grained Compatibility Constraints
By Daan Rutten and Debankur Mukherjee
Asymptotically Optimal Load Balancing Topologies
By Debankur Mukherjee
Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization
By Hassan Mortagy, Swati Gupta, and Sebastian Pokutta
Evaluating Scenarios for School Reopening under COVID-19
By Arden Baxter, Pinar Keskinocak, Buse Eylul Oruc, John Asplun, and Nicoleta Serban
Attribute Privacy: Framework and Mechanisms
By Wanrong Zhang
Heavy Traffic Queue Length Behavior in a Switch under Markovian Arrivals
By Shancong Mou and Siva Theja Magulur
Finite-sample Analysis of Stochastic Approximation Using Smooth Convex Envelopes
By Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, and Karthikeyan Shanmugam at Georgia Tech, the University of Texas at Austin, and IBM Research
Load Balancing System under JSQ and Power-of-d: Many Server Heavy Traffic Asymptotics
By Daniela Hurtado-Lange and Siva Theja Maguluri
Finite Sample Analysis of Two-Time Scale Natural Greedy Actor-Critic Algorithm
By Sajad Khodadadian, Thinh T. Doan, Siva T. Maguluri, and Justin Romberg
Uncertainty Quantification for Hawkes Networks
By Haoyun Wang, Liyan Xie, Alex Cuozzo, Simon Mak, and Yao Xie | Georgia Tech and Duke University
Bridging Classical and Quantum with SDP Initialized Warm-starts for QAOA
By Reuben Tate, Majid Farhadi, Creston Herold, Greg Mohler, and Swati Gupta
Balanced Districting with Provable Compactness and Contiguity
By Cyrus Hettle, Swati Gupta, Yao Xie, and Shixiang Zhu
Heavy Traffic Performance of Low Complexity Scheduling Algorithms in Data Centers
By Prakirt Raj Jhunjhunwala and Siva Theja Maguluri
Heavy-Traffic Analysis of Queueing Systems with No Complete Resource Pooling
By Daniela Hurtado-Lange and Siva Theja Maguluri
*This work won second place in INFORMS Junior Faculty Interest Group (JFIG) best paper competition
Sequential Adversarial Anomaly Detection for Dependent Events
By Shixiang Zhu, Henry Yuchi, Minghe Zhang, and Yao Xie
Additional Papers:
- A New Semidefinite Programming Algorithm for Power Flow Analysis and Robust State Estimation
- By Chuanping Yu, Bei Gou, and Xiaoming Huo
- PAPRIKA: Private Online False Discovery Rate Control
- By Wanrong Zhang and Rachel Cummings
- Pediatric Kidney Transplant Survival Analysis Using Statistical Machine Learning
- By Xi He, Liyan Xie, Yao Xie, Pinar Keskinocak, Joel Sokol
- Data-driven Distributional Robust Hypothesis Testing
- By Liyan Xie, Rui Gao, Yao Xie (Georgia Institute of Technology and University of Texas at Austin)
- Balanced Graph Partitioning With Provable Compactness And Contiguity
- By Cyrus Hettle, Swati Gupta, Yao Xie, Shixiang Zhu
- Learning Temporal Causal Networks With Uncertainty Quantification
- Haoyun Wang, Liyan Xie, Yao Xie