Trevor J. Hastie

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 6

Top Topics

Drosophila Melanogaster

Data Representations

Brain Connectivity

Gene Expression

Top Venues

Publications

Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor J. Hastie
Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays. J. Mach. Learn. Res. 23 (2022)
Didier Nibbering, Trevor J. Hastie
Multiclass-penalized logistic regression. Comput. Stat. Data Anal. 169 (2022)
Leonardo Tozzi, Elena Tuzhilina, Matthew F. Glasser, Trevor J. Hastie, Leanne M. Williams
Relating whole-brain functional connectivity to self-reported negative emotion in a large sample of young adults using group regularized canonical correlation analysis. NeuroImage 237 (2021)
Leonardo Tozzi, Brooke Staveland, Bailey Holt-Gosselin, Megan Chesnut, Sarah E. Chang, David Choi, Melissa Shiner, Hua Wu, Garikoitz Lerma-Usabiaga, Olaf Sporns, Deanna M. Barch, Ian H. Gotlib, Trevor J. Hastie, Adam B. Kerr, Russell A. Poldrack, Brian A. Wandell, Max Wintermark, Leanne M. Williams
The human connectome project for disordered emotional states: Protocol and rationale for a research domain criteria study of brain connectivity in young adult anxiety and depression. NeuroImage 214 (2020)
Nilah M. Ioannidis, Joe R. Davis, Marianne K. DeGorter, Nicholas B. Larson, Shannon K. McDonnell, Amy J. French, Alexis J. Battle, Trevor J. Hastie, Stephen N. Thibodeau, Stephen B. Montgomery, Carlos D. Bustamante, Weiva Sieh, Alice S. Whittemore
FIRE: functional inference of genetic variants that regulate gene expression. Bioinform. 33 (24) (2017)
Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie
Data Representation and Compression Using Linear-Programming Approximations. ICLR (Poster) (2016)
Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie
Fast Algorithms for Learning with Long N-grams via Suffix Tree Based Matrix Multiplication. UAI (2015)
Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie
An Efficient Algorithm for Large Scale Compressive Feature Learning. AISTATS (2014)
Hristo S. Paskov, Robert West, John C. Mitchell, Trevor J. Hastie
Compressive Feature Learning. NIPS (2013)