Shun-Po Chuang, Tzu-Wei Sung, Alexander H. Liu, Hung-yi Lee

Keywords Abstract Paper

Speech translation, Word Embedding, ST, multitask learning

Michal Moshkovitz, Yao-Yuan Yang, Kamalika Chaudhuri

Keywords Abstract Paper

Social Aspects of Machine Learning, Fairness, Accountability, and Transparency

Maryam Aminian, Mohammad Sadegh Rasooli, Mona Diab

Keywords Abstract Paper

syntactic parsing, auxiliary task, multitask setup, annotation projection

Abhay Yadav, Tom Goldstein, David Jacobs

Keywords Abstract Paper

deep network training, efficient training, second-order optimization

Alexandre Sablayrolles, Douze Matthijs, Cordelia Schmid, Herve Jegou

Keywords Abstract Paper

Privacy-preserving Statistics and Machine Learning

Chun Kai Ling, Noam Brown

Keywords Abstract Paper

Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira

Keywords Abstract Paper

multi-agent system, scene understanding, multi-view learning, learning-based communication

Richard Shaw, Carole H. Sudre, Sébastien Ourselin, M. Jorge Cardoso

Keywords Abstract Paper

Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang

Keywords Abstract Paper

Yaling Tao, Kentaro Takagi, Kouta Nakata

Keywords Abstract Paper

deep embedding, clustering, representation learning

Yasunori Akagi, Naoki Marumo, Hideaki Kim and

Takeshi Kurashima, Hiroyuki Toda

Keywords Abstract Paper

graph learning

Jiangxin Li, Zhao Kang, Chong Peng, Wenyu Chen

Keywords Abstract Paper

Björn Haddenhorst, Viktor Bengs, Eyke Hüllermeier

Keywords Abstract Paper

theory, bandits

Geon-Hyeong Kim, Youngsoo Jang, Hongseok Yang, Kee-Eung Kim

Keywords Abstract Paper

Probabilistic Inference - Approximate, Monte Carlo, and Spectral Methods

Wamiq Para, Shariq Bhat, Paul Guerrero and

Tom Kelly, Niloy Mitra, Leonidas Guibas, Peter Wonka

Keywords Abstract Paper

transformers, generative model, graph learning

Vivien Cabannes, Loucas Pillaud-Vivien, Francis Bach, Alessandro Rudi

Keywords Abstract Paper

machine learning, kernel methods, semi-supervised learning

Feng Wang, Huaping Liu, Di Guo, Sun Fuchun

Keywords Abstract Paper

Lei Jin, Yanyu Xu, Jia Zheng and

Junfei Zhang, Rui Tang, Shugong Xu, Jingyi Yu, Shenghua Gao

Keywords Abstract Paper

depth estimation, 360 indoor imagery, geometric structure, with and without furniture

Rezaul Chowdhury, Francesco Silvestri, Flavio Vella

Keywords Abstract Paper

tensor core, computational model, efficient algorithms, linear algebra, hardware accelerators, graph problems

Liying Cheng, Lidong Bing, Qian Yu and

Wei Lu, Luo Si

Keywords Abstract Paper

peer review, argument task, sequence task, text task

Aviv Rosenberg, Yishay Mansour

Keywords Abstract Paper

theory, reinforcement learning and planning, online learning

Sergei Ivanov, Liudmila Prokhorenkova

Keywords Abstract Paper

graphs, heterogeneous data, tabular data, GBDT, GNN

Wayne Chi, Steve Chien, Jagriti Agrawal

Keywords Abstract Paper

Scheduling, Complex Consumptive Resources, Energy Management

Tung-Che Liang, Jin Zhou, Yun-Sheng Chan and

Tsung-Yi Ho, Krishnendu Chakrabarty, Cy Lee

Keywords Abstract Paper

Applications, Hardware and Systems

Antonis Kontaxakis, Nikos Giatrakos, Antonios Deligiannakis

Keywords Abstract Paper

data summarization, data streams, big data analytics

Pin Sym Foong, Charis Anne Lim, Joshua Wong and

Chang Siang Lim, Simon Perrault, Gerald Koh

Keywords Abstract Paper

caregivers, healthcare, informatics, chronic care

Changyo Han, Ryo Takahashi, Yuchi Yahagi, Takeshi Naemura

Keywords Abstract Paper

tangible user interfaces, pressure-sensitive touch surfaces, pneumatic actuation, reconfigurable physical controls

Linyi Yang, Eoin Kenny, Tin Lok James Ng and

Yi Yang, Barry Smyth, Ruihai Dong

Keywords Abstract Paper

Minqi Jiang, Edward Grefenstette, Tim Rocktäschel

Keywords Abstract Paper

Reinforcement Learning and Planning, Deep RL

Badri N. Patro, Kasturi G.S., Ansh Jain, Vinay P. Namboodiri

Keywords Abstract Paper

Yu Yan, Jiusheng Chen, Weizhen Qi and

Nikhil Bhendawade, Yeyun Gong, Nan Duan, Ruofei Zhang

Keywords Abstract Paper

Applications, Natural Language Processing

Yunzhu Li, Hao He, Jiajun Wu and

Dina Katabi, Antonio Torralba

Keywords Abstract Paper

Koopman operators, graph neural networks, compositionality

Tong He, John Collomosse, Hailin Jin, Stefano Soatto

Keywords Abstract Paper

Helong Zhou, Liangchen Song, Jiajie Chen and

Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang

Keywords Abstract Paper

teacher-student model, soft labels, Knowledge distillation

Manoel Horta Ribeiro, Jeremy Blackburn, Barry Bradlyn and

Emiliano De Cristofaro, Gianluca Stringhini, Summer Long, Stephanie Greenberg, Savvas Zannettou

Keywords Abstract Paper

Qualitative and quantitative studies of social media, Organizational and group behavior mediated by social media, interpersonal communication mediated by social media

Anqi Wu, Kelly Buchanan, Matthew Whiteway and

Michael Schartner, Guido Meijer, Jean-Paul Noel, Erica Rodriguez, Claire Everett, Amy Norovich, Evan Schaffer, Neeli Mishra, C. Daniel Salzman, Dora Angelaki, Andrés Bendesky, The International Brain Laboratory The International Brain Laboratory, John Cunningham, Liam Paninski

Keywords Abstract Paper

Romain Camilleri, Zhihan Xiong, Maryam Fazel and

Lalit Jain, Kevin Jamieson

Keywords Abstract Paper

machine learning, bandits, active learning

Julian Risch, Ralf Krestel

Keywords Abstract Paper

articles, classifiers, discussions, engagement, influences, networks, news, news articles, predictions, texts, traditional, words

Shiri Chechik, Yang P. Liu, Omer Rotem, Aaron Sidford

Keywords Abstract Paper

Graphs, spanners, girth

Shaofei Huang, Tianrui Hui, Si Liu and

Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li

Keywords Abstract Paper

referring segmentation, progressive comprehension, cross-modal, entity perception, relation-aware reasoning