Alexander Lin

Clinical Trials that Utilize MRS as a Biomarker

J. Griffiths, B. Rowland, Alexander Lin, 2016 .

Covariance-Free Sparse Bayesian Learning

Andrew H. Song, Demba E. Ba, B. Bilgiç, 2021, IEEE Transactions on Signal Processing.

Incorporating knowledge of plates in batch normalization improves generalization of deep learning for microscopy images

Alex X. Lu, Alexander Lin, 2022, bioRxiv.

Autoregressive Knowledge Distillation through Imitation Learning pdf

Tao Lei, Jeremy Wohlwend, Howard Chen, 2020, EMNLP.

Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models

Demba E. Ba, Bahareh Tolooshams, Alexander Lin, 2023, ICML.

Universal Causal Evaluation Engine: An API for empirically evaluating causal inference models

Alexander D'Amour, Suproteem K. Sarkar, Alexander Lin, 2019, CD@KDD.

Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach pdf

Pierre E. Jacob, Alexander Lin, Demba Ba, 2018, AISTATS.

Mixture Model Auto-Encoders: Deep Clustering Through Dictionary Learning

Andrew H. Song, Demba E. Ba, Alexander Lin, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).