Saurabh Sinha

Joined

February 2019

Names

Saurabh Sinha

Emails

****@illinois.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Department of Computer Science (cs.washington.edu)

1997 – 2002

Advisors, Relations & Conflicts

PhD Advisor

Martin Tompa

1997 – 2002

Expertise

machine learning

2000 – 2023

bioinformatics

2000 – 2023

Publications

CIMLA: Interpretable AI for inference of differential causal networks
Payam Dibaeinia, Saurabh Sinha
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
Tissue-guided LASSO for prediction of clinical drug response using preclinical samples
Edward W. Huang, Ameya Bhope, Jing Lim, Saurabh Sinha, Amin Emad
- Published: 01 Jan 2020, Last Modified: 17 May 2023
- PLoS Comput. Biol. 2020
- Readers: Everyone
Identification of pathways associated with chemosensitivity through network embedding
Sheng Wang, Edward W. Huang, Junmei Cairns, Jian Peng, Liewei Wang, Saurabh Sinha
- Published: 01 Jan 2019, Last Modified: 17 May 2023
- PLoS Comput. Biol. 2019
- Readers: Everyone
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han
- 2018 (modified: 14 Dec 2021)
- CoRR 2018
- Readers: Everyone
An information theoretic treatment of sequence-to-expression modeling
Farzaneh Khajouei, Saurabh Sinha
- Published: 01 Jan 2018, Last Modified: 17 May 2023
- PLoS Comput. Biol. 2018
- Readers: Everyone
SigMat: a classification scheme for gene signature matching
Jinfeng Xiao, Charles Blatti, Saurabh Sinha
- Published: 01 Jan 2018, Last Modified: 17 May 2023
- Bioinform. 2018
- Readers: Everyone
Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks
Parisa Kordjamshidi, Sameer Singh, Daniel Khashabi, Christos Christodoulopoulos, Mark Sammons, Saurabh Sinha, Dan Roth
- 2017 (modified: 17 May 2023)
- CoRR 2017
- Readers: Everyone
Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case
Faraz Faghri, Sayed Hadi Hashemi, Mohammad Babaeizadeh, Mike A. Nalls, Saurabh Sinha, Roy H. Campbell
- Published: 01 Jan 2017, Last Modified: 09 May 2023
- CoRR 2017
- Readers: Everyone
A novel method for predicting activity of cis-regulatory modules, based on a diverse training set
Wei Yang, Saurabh Sinha
- Published: 01 Jan 2017, Last Modified: 17 May 2023
- Bioinform. 2017
- Readers: Everyone
Automated prostate tissue referencing for cancer detection and diagnosis
Jin Tae Kwak, Stephen M. Hewitt, André Alexander Kajdacsy-Balla, Saurabh Sinha, Rohit Bhargava
- Published: 01 Jan 2016, Last Modified: 17 May 2023
- BMC Bioinform. 2016
- Readers: Everyone

View all 39 publications

Co-Authors

View all 77 co-authors