Publication Optimal Credit Scores Under Adverse Selection Andre Medeiros Sztutman, Nicole Immorlica, Robert Townsend EC’22 | June 2022
Publication CLAP: Learning Audio Concepts From Natural Language Supervision Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang International Conference on Acoustics, Speech and Signal Processing | June 2022 Project
Publication Clustering Mixtures with Almost Optimal Separation in Polynomial Time Jerry Li, Allen Liu STOC 2022 | June 2022
Publication Interpretable and Explainable Machine Learning for Materials Science and Chemistry Felipe Oviedo, Juan M. Lavista Ferres, Tonio Buonassisi, Keith Butler ACS Publications | June 2022
Publication Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao CVPR 2022 | June 2022
Publication What Did My AI Learn? How Data Scientists Make Sense of Model Behavior Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker ACM TOCHI | June 2022
Publication Multimodal extreme classification Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma IEEE/CVF Conference on Computer Vision and Pattern Recognition | June 2022
Publication MS-LaTTE: A Dataset of Where and When To-do Tasks are Completed Sujay Kumar Jauhar, Nirupama Chandrasekaran, Michael Gamon, Ryen W. White Language Resources and Evaluation Conference (LREC) | June 2022
Publication Interactively Learning Preference Constraints in Linear Bandits David Lindner, Sebastian Tschiatschek, Katja Hofmann, Andreas Krause ICML 2022 | June 2022
Publication Disentangling the Components of Ethical Research in Machine Learning Carolyn Ashurst, Solon Barocas, Rosie Campbell, Inioluwa Deborah Raji FAccT 2022 | June 2022