Mingjie Li, Shaobo Wang, Quanshi Zhang

Keywords Abstract Paper

deep learning, adversarial robustness and security

Joshua Reynolds, Nikita Samarin, Joseph Barnes and

Taylor Judd, Joshua Mason, Michael Bailey, Serge Egelman

Keywords Abstract Paper

Nathalie Rauschmayr, Vikas Kumar, Rahul Huilgol and

Andrea Olgiati, Satadal Bhattacharjee, Nihal Harish, Vandana Kannan, Amol Lele, Anirudh Acharya, Jared Nielsen, Lakshmi Ramakrishnan, Ishan Bhatt, Kohen Chia, Neelesh Dodda, Zhihan Li, Jiacheng Gu, Miyoung Choi, Balajee Nagarajan Nagarajan, Jeffrey Geevarghese, Denis Davydenko, Sifei Li, Lu Huang, Edward Kim, Tyler Hill, Krishnaram Kenthapadi

Keywords Abstract Paper

Xiaohan Chen, Jialin Liu, Zhangyang Wang, Wotao Yin

Keywords Abstract Paper

deep learning

Yuanyu Wan, Wei-Wei Tu, Lijun Zhang

Keywords Abstract Paper

Online Learning, Active Learning, and Bandits

Jincheng Bai, Qifan Song, Guang Cheng

Keywords Abstract Paper

Ardavan Afshar, Ioakeim Perros, Haesun Park and

Christopher deFilippi, Xiaowei Yan, Walter Stewart, Joyce Ho, Jimeng Sun

Keywords Abstract Paper

Computing methodologies, Machine learning, Learning paradigms, Unsupervised learning, Dimensionality reduction and manifold learning

Wesley Khademi, Sonia Rao, Clare Minnerath and

Guy Hagen, Jonathan Ventura

Keywords Abstract Paper

Xin Su, Yizhou Jiang, Shangqi Guo, Feng Chen

Keywords Abstract Paper

General Machine Learning Techniques

Yan Xia, Yu Sun, Tian Wang and

Juan Caicedo Carvajal, Jinliang Fan, Bhargav Mangipudi, Lisa Huang, Yatharth Saraf

Keywords Abstract Paper

tweet search, social network, large-scale ml system

Shaojie Wang, Wentian Zhao, Ziyi Kou and

Jing Shi, Chenliang Xu

Keywords Abstract Paper

Minghuan Liu, Hanye Zhao, Zhengyu Yang and

Jian Shen, Weinan Zhang, Li Zhao, Tie-Yan Liu

Keywords Abstract Paper

reinforcement learning and planning

Juan Manuel Coria, Sahar Ghannay, Sophie Rosset, Hervé Bredin

Keywords Abstract Paper

Zizhao Zhang, Han Zhang, Sercan Ö. Arik and

Honglak Lee, Tomas Pfister

Keywords Abstract Paper

robust training, meta learning, noise labels

Suhas Vijaykumar

Keywords Abstract Paper

theory, online learning

Ruben Tolosana, Paula Delgado-Santos, Andres Perez-Uribe and

Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales

Keywords Abstract Paper

Xiangru Huang, Zhenxiao Liang, Qixing Huang

Keywords Abstract Paper

multi-scan registration, uncertainty quantification, approximation error, view planning

Xingyu Lin, Yufei Wang, Jake Olkin, David Held

Keywords Abstract Paper

Xiaohui Bei, Warut Suksompong

Keywords Abstract Paper

Benjamin Paassen, Daniele Grattarola, Daniele Zambon and

Cesare Alippi, Barbara E Hammer

Keywords Abstract Paper

graph edit distance, structured prediction, graph neural networks, time series prediction

Julia Kreutzer, George Foster, Colin Cherry

Keywords Abstract Paper

non-autoregressive tasks, machine translation, masked inference, machine tasks

Arthur Delarue, Ross Anderson, Christian Tjandraatmadja

Keywords Abstract Paper

Bin Liu, Liang Wang, Guosheng Yin

Keywords Abstract Paper

Tony Gracious, Shubham Gupta, Arun Kanthali and

Rui M. Castro, Ambedkar Dukkipati

Keywords Abstract Paper

Ruosong Wang, Simon Du, Lin Yang, Russ Salakhutdinov

Keywords Abstract Paper

Deepak Gupta, Hardik Chauhan, Ravi Tej Akella and

Asif Ekbal, Pushpak Bhattacharyya

Keywords Abstract Paper

Yu Cheng, Honghao Lin

Keywords Abstract Paper

robust statistics, Bayesian networks, learning theory

Shangchen Han, Beibei Liu, Randi Cabezas and

Christopher D. Twigg, Peizhao Zhang, Jeff Petkau, Tsz-Ho Yu, Chun-Jung Tai, Muzaffer Akbay, Zheng Wang, Asaf Nitzan, Gang Dong, Yuting Ye, Lingling Tao, Chengde Wan, Robert Wang

Keywords Abstract Paper

hand tracking, virtual reality, motion capture

Daniel Hershcovich, Miryam de Lhoneux, Artur Kulmizev and

Elham Pejhan, Joakim Nivre

Keywords Abstract Paper

Adarsh Barik, Jean Honorio

Keywords Abstract Paper

theory, optimization, clustering, fairness

Feng Wang, Huaping Liu, Di Guo, Sun Fuchun

Keywords Abstract Paper

Minje Choi, Ceren Budak, Daniel M. Romero, David Jurgens

Keywords Abstract Paper

Social network analysis, communities identification, expertise and authority discovery, Subjectivity in textual data, sentiment analysis, polarity/opinion identification and extraction, linguistic analyses of social media behavior, Text categorization, top

Eric Wong, Zico Kolter

Keywords Abstract Paper

conditional variational autoencoder, adversarial examples, perturbation sets, robust machine learning

Shih-Kang Chao, Zhanyu Wang, Yue Xing, Guang Cheng

Keywords Abstract Paper

Wentao Jiang, Si Liu, Chen Gao and

Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan

Keywords Abstract Paper

makeup transfer, gans, generative adversarial networks, image-to-image translation

Muhan Zhang, Pan Li

Keywords Abstract Paper

theory, deep learning, machine learning, graph learning

Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya and

Xiao Shou, Nicholas Mattei, Kristin P Bennett

Keywords Abstract Paper

causality

Julian Zimmert, Yevgeny Seldin

Keywords Abstract Paper

Junsong Fan, Zhaoxiang Zhang, Chunfeng Song, Tieniu Tan

Keywords Abstract Paper

weakly-supervised learning, semantic segmentation

Cennet Oguz, Ngoc Thang Vu

Keywords Abstract Paper