Mukesh Singhal

Full Professor, University of California at Merced

Joined

December 2019

Names

Mukesh Singhal

Emails

****@ucmerced.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

University of California at Merced (ucmerced.edu)

2012 – Present

Full Professor

University of Kentucky (uky.edu)

2001 – 2012

Full Professor

Ohio State University (ohio-state.edu)

1986 – 2001

Advisors, Relations & Conflicts

PhD Advisor

Ashok K. Agrawala

1981 – 1986

Expertise

supervised learning

Present

Publications

L-SR1 Adaptive Regularization by Cubics for Deep Learning
Aditya Ranganath, Mukesh Singhal, Roummel Marcia
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Synthetic Reduced Nearest Neighbor Model for Regression
Pooya Tavallali, Vahid Behzadan, Mukesh Singhal
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Stochastic Induction of Decision Trees with Application to Learning Haar Tree
Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Mukesh Singhal
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees.
Pooya Tavallali, Peyman Tavallali, Mukesh Singhal
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone

Co-Authors