Ankit Patel

Assistant Professor, Baylor College of Medicine

Assistant Professor, Rice University

Joined

September 2016

Names

Ankit Patel (Preferred)

Emails

****@rice.edu (Confirmed)

****@bcm.edu (Confirmed)

****@gmail.com

****@bcm.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

Baylor College of Medicine (bcm.edu)

2016 – Present

Assistant Professor

Rice University (rice.edu)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

computational neuroscience

graphical models

semi-supervised learning

Present

Publications

Interpreting Convolutional Neural Networks' Low Dimensional Approximation to Quantum Spin Systems
Yilong Ju, Shah Saad Alam, Jonathan Minoff, Fabio Anselmi, Han Pu, Ankit Patel
- Physical Review Research
- Readers: Everyone
Preprocessing Variability in fMRI Predictive Modeling: Effects of Distortion Correction on Functional Connectivity-Based Predictions
Zishen Li, Bishal Lamichhane, Ankit Patel, Ramiro Salas, Nidal Moukaddam, Ashutosh Sabharwal
- BHI 2025
- Readers: Everyone
Predicting Sensation-Seeking from Resting-State fMRI: The Need for Age-Specific Models
Zishen Li, Bishal Lamichhane, Ankit Patel, Ramiro Salas, Nidal Moukaddam, Ashutosh Sabharwal
- IEEE BHI'24
- Readers: Everyone
CLASSIC: A platform for high throughput mapping of genetic design spaces in mammalian cells and ML guided prediction of gene circuit behavior
Kshitij Rai, Ronan W. O'Connell, Pankaj Mehta, Ankit Patel, Caleb Jay Bashor
- GEM Poster
- Readers: Everyone
Spatiotemporal Characterization of Gait from Monocular Videos with Transformers
R. James Cotton, Emoonah McClerklin, Anthony Cimorelli, Ankit Patel
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Adversarial Attacks on Machine Learning Systems for High-Frequency Trading
Micah Goldblum, Avi Schwarzschild, Ankit Patel, Tom Goldstein
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Missing the Forest for the Trees: End-to-End AI Application Performance in Edge Data Centers.
Daniel Richins, Dharmisha Doshi, Matthew Blackmore, Aswathy Thulaseedharan Nair, Neha Pathapati, Ankit Patel, Brainard Daguman, Daniel Dobrijalowski, Ramesh Illikkal, Kevin Long, David Zimmerman, Vijay Janapa Reddi
- 2020 (modified: 09 Nov 2022)
- HPCA2020
- Readers: Everyone
Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging.
Donnie Kim, Nicholas Wang, Viswesh Ravikumar, D. R. Raghuram, Jinju Li, Ankit Patel, Richard E. Wendt, Ganesh Rao, Arvind Rao
- 2019 (modified: 09 Nov 2022)
- Front. Comput. Neurosci.2019
- Readers: Everyone
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations
Weili Nie, Yang Zhang, Ankit Patel
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
A Sequence Number Prediction Based Bait Detection Scheme to Mitigate Sequence Number Attacks in MANETs.
Rutvij H. Jhaveri, Aneri Desai, Ankit Patel, Yubin Zhong
- 2018 (modified: 09 Nov 2022)
- Security and Communication Networks2018
- Readers: Everyone

View all 19 publications

Co-Authors

View all 59 co-authors