Bobak T. Kiani

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Connectionist Systems

Positive Semidefinite

Partial Differential Equations

Top Venues

Publications

Bobak T. Kiani, Thien Le, Hannah Lawrence, Stefanie Jegelka, Melanie Weber
On the hardness of learning under symmetries. ICLR (2024)
Bobak T. Kiani, Jason Wang, Melanie Weber
Hardness of Learning Neural Networks under the Manifold Hypothesis. CoRR (2024)
Bobak T. Kiani, Thien Le, Hannah Lawrence, Stefanie Jegelka, Melanie Weber
On the hardness of learning under symmetries. CoRR (2024)
Grégoire Mialon, Quentin Garrido, Hannah Lawrence, Danyal Rehman, Yann LeCun, Bobak T. Kiani
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations. NeurIPS (2023)
Quynh T. Nguyen, Bobak T. Kiani, Seth Lloyd
Block-encoding dense and full-rank kernels using hierarchical matrices: applications in quantum numerical linear algebra. Quantum 6 (2022)