Publication Markov Field Models: scaling molecular kinetics approaches to large molecular machines Tim Hempel, Simon Olsson, Frank Noé September 2022 arXiv | September 2022
Publication Imitating Playstyle with Dynamic Time Warping Imitation Mark Ferguson, Sam Devlin, Daniel Kudenko, James Alfred Walker International Conference on the Foundations of Digital Games (FDG) | September 2022
Publication Repairing Bugs in Python Assignments using Large Language Models Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen September 2022
Publication Clifford Neural Layers for PDE Modeling Johannes Brandstetter, Rianne van den Berg, Max Welling, Jayesh K. Gupta September 2022
Publication Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms Surbhi Goel, Sham Kakade, Adam Tauman Kalai, Cyril Zhang Neural Information Processing Systems | September 2022
Publication Query Processing on Tensor Computation Runtimes Dong He, Supun Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi VLDB 2022 | September 2022
Publication Performance optimizations on deep noise suppression models Jerry Chee, Sebastian Braun, Vishak Gopal, Ross Cutler IEEE Workshop on Multimedia Signal Processing (MMSP) | September 2022 Projet
Publication Stabilize Deep ResNet with A Sharp Scaling Factor τ Huishuai Zhang, Da Yu, Mingyang Yi, Wei Chen, Tie-Yan Liu Machine Learning | September 2022
Publication Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent [Guest] Ajaykrishna Karthikeyan (ajaykrishna-karthikeyan), Naman Jain, Nagarajan Natarajan, Prateek Jain Transactions on Machine Learning Research | September 2022 Github Projet Projet
Publication What is it like to program with artificial intelligence? Advait Sarkar, Andy Gordon, Carina Negreanu, Christian Poelitz, Sruti Srinivasa Ragavan, Ben Zorn Proceedings of the 33rd Annual Conference of the Psychology of Programming Interest Group (PPIG 2022) | September 2022 Projet Projet