| | | | | |
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation | Ayan Sengupta, Shantanu Dixit, Md Shad Akhtar, Tanmoy Chakraborty | Indian Institute of Technology Delhi, Indraprastha Institute of Information Technology Delhi | ICLR | transfer learning, meta learning, and lifelong learning | link |
A Theory of Fault-Tolerant Learning | V. Divya, Leena Sri R. | Unknown | ICML | software-defined networks and 5g | link |
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms | Avishek Ghosh, Arya Mazumdar | Indian Institute of Technology Bombay, University of California, San Diego | ICML | fault detection and control systems | link |
Bayesian Coreset Optimization for Personalized Federated Learning | Prateek Chanda, Shrey Modi, Ganesh Ramakrishnan | Indian Institute of Technology Bombay | ICLR | general machine learning (i.e., none of the above) | link |
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs | Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura | HERE Technologies, India, International Crops Research Institute for the Semi-Arid Tropics, RWTH Aachen University, Indian Institute of Technology Hyderabad, The University of Tokyo | ICLR | data management and algorithms | link |
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics | Suresh Bishnoi, Jayadeva Jayadeva, Sayan Ranu, N M Anoop Krishnan | Indian Institute of Technology Delhi | ICLR | applications to physical sciences (physics, chemistry, biology, etc.) | link |