Siddhartha Mishra
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
6
Active years
2011–2024
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | An operator preconditioning perspective on training in physics-informed machine learning. | Tim De Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bzenac |
| 2024 | ICML | Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains. | Levi E. Lingsch, Mike Yan Michelis, Emmanuel de Bzenac, Sirani M. Perera, Robert K. Katzschmann, Siddhartha Mishra |
| 2023 | ICLR | Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities. | Samuel Lanthaler, Roberto Molinaro, Patrik Hadorn, Siddhartha Mishra |
| 2023 | ICLR | Gradient Gating for Deep Multi-Rate Learning on Graphs. | T. Konstantin Rusch, Benjamin Paul Chamberlain, Michael W. Mahoney, Michael M. Bronstein, Siddhartha Mishra |
| 2023 | ICML | Neural Inverse Operators for Solving PDE Inverse Problems. | Roberto Molinaro, Yunan Yang, Bjrn Engquist, Siddhartha Mishra |
| 2022 | AAAI | An Evaluative Measure of Clustering Methods Incorporating Hyperparameter Sensitivity. | Siddhartha Mishra, Nicholas Monath, Michael Boratko, Ariel Kobren, Andrew McCallum |
| 2022 | ACL | Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings. | Shib Sankar Dasgupta, Michael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, Xiang Li, Andrew McCallum |
| 2022 | EMNLP | Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. | Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen |
| 2022 | ICLR | Long Expressive Memory for Sequence Modeling. | T. Konstantin Rusch, Siddhartha Mishra, N. Benjamin Erichson, Michael W. Mahoney |
| 2022 | ICML | Graph-Coupled Oscillator Networks. | T. Konstantin Rusch, Ben Chamberlain, James Rowbottom, Siddhartha Mishra, Michael M. Bronstein |
| 2021 | ICLR | Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies. | T. Konstantin Rusch, Siddhartha Mishra |
| 2021 | ICML | UnICORNN: A recurrent model for learning very long time dependencies. | T. Konstantin Rusch, Siddhartha Mishra |
| 2011 | PPAM | Static Load Balancing for Multi-level Monte Carlo Finite Volume Solvers. | Jonas Sukys, Siddhartha Mishra, Christoph Schwab |