News

May 28, 2026 I will be joining the School of Computing at Queen’s University as an Assistant Professor starting July 2026. :mortar_board:
May 28, 2026 New preprint on Path-independent Multi-parameter Flow Matching is available on arXiv: PiFM. :scroll:
May 01, 2025 Paper accepted at ICASSP 2025: Principal Curvatures Estimation with Applications to Single Cell Data. :dna:
Apr 01, 2025 Paper accepted at Frontiers in Psychiatry: Deep Multimodal Representations and Classification of First-Episode Psychosis via Live Face Processing. :brain:
Jan 15, 2025 Paper accepted at ICLR 2025: AdaFisher: Adaptive Second Order Optimization via Fisher Information. :mortar_board:
Jan 10, 2025 Paper accepted at AISTATS 2025: Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds. :chart_with_upwards_trend:
Sep 01, 2024 Teaching MATH 6493: Geometric Data Analysis at Mila again this Fall 2025. Course page ↗ :books:
Dec 01, 2023 Paper accepted at NeurIPS 2023: A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction. :fire:
Jul 01, 2023 Two papers accepted — Simulation-Free Schrödinger Bridges at AISTATS 2023 and Improving Flow-Based Generative Models with Minibatch OT at TMLR. :sparkles: