Je-chun Huang

Temporal PHATE: A multi-view manifold learning method for brain state trajectories

N. Turk-Browne, Guy Wolf, Smita Krishnaswamy, 2022 .

Multi-view manifold learning of human brain state trajectories

N. Turk-Browne, Guy Wolf, Smita Krishnaswamy, 2022 .

Multi-view manifold learning of human brain state trajectories

N. Turk-Browne, Guy Wolf, Smita Krishnaswamy, 2022, bioRxiv.

Temporal PHATE: A multi-view manifold learning method for brain state trajectories

N. Turk-Browne, Guy Wolf, Smita Krishnaswamy, 2022, bioRxiv.

Multigranular single-cell analysis reveals inflammatory interactions driving

Guy Wolf, Smita Krishnaswamy, M. Hirn, 2022 .

Time-inhomogeneous diffusion geometry and topology

Guy Wolf, Smita Krishnaswamy, M. Hirn, 2022, SIAM J. Math. Data Sci..

Multiscale PHATE identifies multimodal signatures of COVID-19

Daniel B. Burkhardt, S. Farhadian, A. Iwasaki, 2022, Nature Biotechnology.

Learning Shared Neural Manifolds from Multi-Subject FMRI Data pdf

Nicholas B. Turk-Browne, Smita Krishnaswamy, Guy Wolf, 2021, 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP).

Exploring the Geometry and Topology of Neural Network Loss Landscapes

Smita Krishnaswamy, Guy Wolf, Bastian Rieck, 2021, IDA.

Single-cell analysis reveals inflammatory interactions driving macular degeneration

Smita Krishnaswamy, Guy Wolf, M. Hirn, 2023, Nature communications.

Learning Safe Policies with Expert Guidance

Yang Cai, Doina Precup, Fa Wu, 2018, NeurIPS.