Jason Ren, Russell Kunes, Finale Doshi-Velez

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Ding Zhou, Xue-Xin Wei

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Reinforcement Learning and Planning -> Multi-Agent RL, Theory -> Game Theory and Computational Economics

Sercan Arik, Chun-Liang Li, Jinsung Yoon and

Rajarishi Sinha, Arkady Epshteyn, Long Le, Vikas Menon, Shashank Singh, Leyou Zhang, Martin Nikoltchev, Yash Sonthalia, Hootan Nakhost, Elli Kanal, Tomas Pfister

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Måns Magnusson, Aki Vehtari, Johan Jonasson, Michael Andersen

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Buyu Liu, Bingbing Zhuang, Samuel Schulter and

Pan Ji, Manmohan Chandraker

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road layout estimation, video unserstanding, parametric representation, top-view

Jiangming Liu, Shay B. Cohen, Mirella Lapata

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Discourse Parsing, Dscorer, Fast Metric,

XINYANG JIANG, LU LIU, Caihua Shan and

Yifei Shen, Xuanyi Dong, Dongsheng Li

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deep learning, machine learning, vision, graph learning

Mike Laszkiewicz, Asja Fischer, Johannes Lederer

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Jan-Christian Huetter, Philippe Rigollet

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Bo Huang, Zhiwei Ke, Yi Wang and

Wei Wang, Linlin Shen, Feng Liu

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Yuhuai Wu, Markus Rabe, Wenda Li and

Jimmy Ba, Roger Grosse, Christian Szegedy

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Deep Learning

Brendan O'Donoghue

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theory, reinforcement learning and planning, generative model

Guanhua Zhang, Bing Bai, Junqi Zhang and

Kun Bai, Conghui Zhu, Tiejun Zhao

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Mitigating Discrimination, Text Classifications, Discrimination, Instance Weighting

Dong Nie, Jia Xue, Xiaofeng Ren

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Sulin Liu, Xingyuan Sun, Peter J Ramadge, Ryan Adams

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Carolyn Matl, Yashraj Narang, Dieter Fox and

Ruzena Bajcsy, Fabio Ramos

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Daniel LeJeune, Hamid Javadi, Richard Baraniuk

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Zhuang Li, Lizhen Qu, Gholamreza Haffari

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Yu Wang, Yun Li, Hanghang Tong, Ziye Zhu

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named recognition, ner, natural processing, sequence approaches

Jing Lei, Nasrin Akhter, Wanli Qiao, Amarda Shehu

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decoy selection, high-dimensional landscape, landscape decomposition, protein energy landscape, statistical analysis, topological analysis, unsupervised learning

Michael Zhu, Chang Liu, Jun Zhu

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Probabilistic Inference - Approximate, Monte Carlo, and Spectral Methods

Shushman Choudhury, Nate Gruver, Mykel J. Kochenderfer

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informative path planning, online POMDP solver, search-and-rescue

Donghui Yang, Zhenyu Li, Gareth Tyson

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Siva Nishok Dhanuskodi, Xiang Li, Daniel Holcomb

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Keren Censor-Hillel, François Le Gall, Dean Leitersdorf

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Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang

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Yufeng Zhang, Jinghao Zhang, Zeyu Cui and

Shu Wu, Liang Wang

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Okan Kopuklu, Jiapeng Zheng, Hang Xu, Gerhard Rigoll

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Ivan Gavran, Eva Darulova, Rupak Majumdar

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robots, program synthesis, LTL, specification, natural language processing

Ximing Liu, Wei Xue, Qi Su and

Weiran Nie, Wei Peng

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Haitham Ammar, Victor Gabillon, Rasul Tutunov, Michal Valko

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Rucha Kulkarni, Ruta Mehta, Setareh Taki

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Seth Ebner, Patrick Xia, Ryan Culkin and

Kyle Rawlins, Benjamin Van Durme

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sentence-level labeling, coreference resolution, cross-sentence linking, Multi-Sentence Linking

Pornthep Preechayasomboon, Ali Israr, Majed Samad

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skin stretch, multidimensional haptics, haptic devices, handheld haptics, wearable haptics

Cristina Pinneri, Shambhuraj Sawant, Sebastian Blaes, Georg Martius

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policy learning, zero-order optimization, reinforcement learning, model predictive control, robotics, model-based learning

Mohammad Mahmoody, Caleb Smith, David J. Wu

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verifiable delay function, lower bound, random oracle model

Gautier Izacard, Edouard Grave

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Weibin Wu, Yuxin Su, Xixian Chen and

Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai

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explainable ai, accountability

Zhe Xu, Yuxin Chen, Ufuk Topcu

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Adrian Lopez-Rodriguez, Krystian Mikolajczyk

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domain adaptation, depth estimation, monocular, depth, domain, KITTI, Virtual KITTI