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• Learning to Identify Top Elo Ratings: A Dueling Bandits Approach

  Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen

  8797-8805

  2022-06-28

• Adaptive Pairwise Weights for Temporal Credit Assignment

  Zeyu Zheng, Risto Vuorio, Richard Lewis, Satinder Singh

  9225-9232

  2022-06-28

• Learning to Evolve on Dynamic Graphs (Student Abstract)

  Xintao Xiang, Tiancheng Huang, Donglin Wang

  13091-13092

  2022-06-28

• Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System

  Younkook Kang, Sungwon Lyu, Jeeyung Kim, Bongjoon Park, Sungzoon Cho

  9949-9950

  2019-07-17

• Multistream Classification with Relative Density Ratio Estimation

  Bo Dong, Yang Gao, Swarup Chandra, Latifur Khan

  3478-3485

  2019-07-17

• Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint

  Juncheng Wang, Bingjie Yan, Yituo Liu

  21135-21143

  2025-04-11

• Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation Frameworks

  Stefano Bistarelli, Victor David, Pierre Monnin, Francesco Santini, Carlo Taticchi

  14798-14805

  2025-04-11

• Improved Algorithms for Maximum Satisfiability and Its Special Cases

  Kirill Brilliantov, Vasily Alferov, Ivan Bliznets

  3898-3905

  2023-06-26

• Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma

  Nan Jiang, Yi Gu, Yexiang Xue

  4016-4024

  2023-06-26

• PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs

  Jianhao Chen, Junyang Ren, Wentao Ding, Yuzhong Qu

  4166-4172

  2023-06-26

• Allocating Planning Effort When Actions Expire

  Shahaf S. Shperberg, Andrew Coles, Bence Cserna, Erez Karpas, Wheeler Ruml, Solomon E. Shimony

  2371-2378

  2019-07-17

• The Influence of Dimensions on the Complexity of Computing Decision Trees

  Stephen G. Kobourov, Maarten Löffler, Fabrizio Montecchiani, Marcin Pilipczuk, Ignaz Rutter, Raimund Seidel, Manuel Sorge, Jules Wulms

  8343-8350

  2023-06-26

• Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints

  Jianyi Yang, Shaolei Ren

  10771-10779

  2023-06-26

• Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies

  Zhouyu He, Peng Qiao, Rongchun Li, Yong Dou, Yusong Tan

  17159-17167

  2025-04-11

• How Machine Learning Is Improving U.S. Navy Customer Support

  Michael Powell, Jamison A Rotz, Kevin D O’Malley

  13188-13195

  2020-04-03

• DrugHash: Hashing Based Contrastive Learning for Virtual Screening

  Jin Han, Yun Hong, Wu-Jun Li

  17041-17049

  2025-04-11

• Demystify the Gravity Well in the Optimization Landscape (Student Abstract)

  Jason Xiaotian Dou, Runxue Bao, Susan Song, Shuran Yang, Yanfu Zhang, Paul Pu Liang, Haiyi Harry Mao

  16202-16203

  2024-07-15

• Improved Fixed-Parameter Bounds for Min-Sum-Radii and Diameters k-Clustering and Their Fair Variants

  Sandip Banerjee, Yair Bartal, Lee-Ad Gottlieb, Alon Hovav

  15481-15488

  2025-04-11

• Geospatial Clustering for Balanced and Proximal Schools

  Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Sathappan Muthiah, Zhiqian Chen, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan

  13358-13365

  2020-04-03

• Optimal Survival Trees: A Dynamic Programming Approach

  Tim Huisman, Jacobus G. M. van der Linden, Emir Demirović

  12680-12688

  2024-03-24

• Dynamic Graph Learning with Static Relations for Credit Risk Assessment

  Qi Yuan, Yang Liu, Yateng Tang, Xinhuan Chen, Xuehao Zheng, Qing He, Xiang Ao

  13133-13141

  2025-04-11

• Towards Fairness in Online Service with K Servers and Its Application on Fair Food Delivery

  Daman Deep Singh, Amit Kumar, Abhijnan Chakraborty

  19929-19936

  2024-03-24

• Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction

  Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Zhenhui Li

  5668-5675

  2019-07-17

• Preference-Aware Task Assignment in Spatial Crowdsourcing

  Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng

  2629-2636

  2019-07-17

• Nowcasting Temporal Trends Using Indirect Surveys

  Ajitesh Srivastava, Juan Marcos Ramirez, Sergio Díaz-Aranda, Jose Aguilar, Antonio Fernández Anta, Antonio Ortega, Rosa Elvira Lillo

  22359-22367

  2024-03-24