Nir Rosenfeld, Sophie Hilgard, Sai Ravindranath, David Parkes

Keywords Abstract Paper

Lin Chen, Yifei Min, Mingrui Zhang, Amin Karbasi

Keywords Abstract Paper

Adversarial Examples

Yi Tay, Dara Bahri, Che Zheng and

Clifford Brunk, Donald Metzler, Andrew Tomkins

Keywords Abstract Paper

Reverse Models, neural modeling, Neural Models, generative models

Soumya Chatterjee, Pradeep Shenoy

Keywords Abstract Paper

Vivian Lai, Han Liu, Chenhao Tan

Keywords Abstract Paper

explanations, interpretable machine learning, tutorials, deception detection

Dimitris Tsipras, Shibani Santurkar, Logan Engstrom and

Andrew Ilyas, Aleksander Madry

Keywords Abstract Paper

Deep Learning - General

Nastaran Okati, Abir De, Manuel Rodriguez

Keywords Abstract Paper

Roghayeh Mojarad, Ferhat Attal, Abdelghani Chibani, Yacine Amirat

Keywords Abstract Paper

context-aware approach, human behavior analysis, abnormal human behavior detection, answer set programming

Wanrong Zhu, Xin Wang, Pradyumna Narayana and

Kazoo Sone, Sugato Basu, William Yang Wang

Keywords Abstract Paper

visually generation, vision-and-language tasks, cider, utilities

Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina and

Florian Metze, Eduard Hovy, Alan W Black

Keywords Abstract Paper

Paul Liang, Chiyu Wu, Louis-Philippe Morency, Russ Salakhutdinov

Keywords Abstract Paper

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

Sachin Grover, Sailik Sengupta, Tathagata Chakraborti and

Aditya Prakash Mishra, Subbarao Kambhampati

Keywords Abstract Paper

Proactive Decision Support, Automated Task Planning, HCI Design Theory

Kanishk Gandhi, Gala Stojnic, Brenden Lake, Moira R Dillon

Keywords Abstract Paper

deep learning, machine learning

Guangyi Zhang, Aristides Gionis

Keywords Abstract Paper

sampling, classifier, pattern mining, rule learning, diversification, rule sets

Avi Schwarzschild, Micah Goldblum, Arjun Gupta and

John P Dickerson, Tom Goldstein

Keywords Abstract Paper

Deep Learning, Others

Ramanujam Madhavan, Mohit Wadhwa

Keywords Abstract Paper

fairness, prejudice, privacy, interpretability

Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

Keywords Abstract Paper

Lisa Schut, Oscar Key, Rory Mc Grath and

Luca Costabello, Bogdan Sacaleanu, Medb Corcoran, Yarin Gal

Keywords Abstract Paper

Darius Afchar, Romain Hennequin

Keywords Abstract Paper

Implicit Recommender System, Interpretable machine learning

Tianchen Ji, Sri Theja Vuppala, Girish Chowdhary, Katherine Driggs-Campbell

Keywords Abstract Paper

Joan Serrà, David Álvarez, Vicenç Gómez and

Olga Slizovskaia, José F. Núñez, Jordi Luque

Keywords Abstract Paper

OOD, generative models, likelihood

Boyan Duan, Aaditya Ramdas, Larry Wasserman

Keywords Abstract Paper

Learning Theory

Bryan Chen, Alexander Sax, Francis Lewis and

Iro Armeni, Silvio Savarese, Amir Zamir, Jitendra Malik, Lerrel Pinto

Keywords Abstract Paper

Jay Heo, Junhyeon Park, Hyewon Jeong and

Kwang Joon Kim, Juho Lee, Eunho Yang, Sung Ju Hwang

Keywords Abstract Paper

Accountability, Transparency and Interpretability

Wei Tang, Chien-Ju Ho, Yang Liu

Keywords Abstract Paper

Yoichi Chikahara, Shinsaku Sakaue, Akinori Fujino, Hisashi Kashima

Keywords Abstract Paper

Yixin Cao, Ruihao Shui, Liangming Pan and

Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua

Keywords Abstract Paper

Expertise Transfer, style transfer, text simplification, automatic evaluation

Benjamin Elder, Matthew Arnold, Anupama Murthi, Jiří Navrátil

Keywords Abstract Paper

Maarten Buyl, Tijl De Bie

Keywords Abstract Paper

Fairness, Equity, Justice, and Safety

Shashank Srikant, Sijia Liu, Tamara Mitrovska and

Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly

Keywords Abstract Paper

Models for code, Differentiable program generator, Combinatorial optimization, Program obfuscation, Adversarial computer programs, Machine Learning (ML) for Programming Languages (PL)/Software Engineering (SE)

Sam Devlin, Raluca Georgescu, Ida Momennejad and

Jaroslaw Rzepecki, Evelyn Zuniga, Gavin Costello, Guy Leroy, Ali Shaw, Katja Hofmann

Keywords Abstract Paper

Algorithms, Algorithms Evaluation

Rohan Paleja, Muyleng Ghuy, Nadun Ranawaka Arachchige and

Reed Jensen, Matthew Gombolay

Keywords Abstract Paper

machine learning, interpretability

Shengjia Zhao, Tengyu Ma, Stefano Ermon

Keywords Abstract Paper

Trustworthy Machine Learning

Huihan Yao, Ying Chen, Qinyuan Ye and

Xisen Jin, Xiang Ren

Keywords Abstract Paper

machine learning, fairness, language

Juho Pääkkönen, Matti Nelimarkka, Jesse Haapoja, Airi Lampinen

Keywords Abstract Paper

algorithmic systems, algorithmic power, uncertainty, bureaucracy, street-level algorithms, street-level bureaucracies, automated decision-making

Dilip Arumugam, Benjamin Van Roy

Keywords Abstract Paper

theory, reinforcement learning and planning, bandits

Kai Rawal, Himabindu Lakkaraju

Keywords Abstract Paper

Guangyu Shen, Yingqi Liu, Guanhong Tao and

Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang

Keywords Abstract Paper

Social Aspects of Machine Learning, Privacy, Anonymity, and Security

Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

Keywords Abstract Paper

downstream tasks, machine learning, explainability techniques, diverse techniques

Alex Tamkin, Mike Wu, Noah Goodman

Keywords Abstract Paper

representation learning, self-supervised, views, contrastive learning, unsupervised learning, data augmentation