Mohammadreza Soltani

4 papers · 2018–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10)

Conferences

ICLR (3) AISTATS (1)

Top co-authors

Vahid Tarokh (3) Juncheng Dong (2) Simiao Ren (1) Chris Cannella (1) Jordan Malof (1) Cat Phuoc Le (1) Yang Deng (1) Chinmay Hegde (1) Willie Padilla (1) Omar Khatib (1)

Keywords

non-convex optimization (1) sample complexity (1) linear convergence (1) quadratic activation (1) low-rank matrix estimation (1) two-layer neural network (1) polynomial neural network (1) non-convex training (1)

Papers

Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions ICLR 2022

Task Affinity with Maximum Bipartite Matching in Few-Shot Learning ICLR 2022

Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows ICLR 2021

Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation AISTATS 2018