Research

Two-Phase Framework for Nonlinear Mixed Integer Programs with Indicators

A. Deza, A. Gómez, A. Atamtürk. Under Preparation.

Sum of Squares Submodularity

A. Deza, G. Hall. Submitted. pdf

Fair and Accurate Regression: Strong Formulations and Algorithms

A. Deza, A. Gómez, A. Atamtürk. Submitted. pdf, slides

Logic Rules and Chordal Graphs for Sparse Learning

A. Deza, A. Gómez, A. Atamtürk. slides

Safe Screening for Logistic Regression with l0-l2 Regularization

A. Deza, A. Atamtürk. KDIR. pdf

Simulating Polyculture Farming to Learn Automation Policies for Plant Diversity and Precision Irrigation

Y. Avigal, W. Wong, M. Presten, M. Theis, S. Aeron, A. Deza, S. Sharma, R. Parikh, S. Oehme, S. Carpin, J. Viers, S. Vougioukas, K. Goldberg. IEEE T-ASE, 2022.

Learning Seed Placements and Automation Policies for Polyculture Farming with Companion Plants

Y. Avigal, A. Deza, W. Wong, S. Oehme, M. Presten, M. Theis, J. Chui, P. Shao, H. Huang, A. Kotani, S. Sharma, R. Parikh, M. Luo, S. Mukherjee, S. Carpin, J. Viers, S. Vougioukas, K. Goldberg. ICRA, 2021.

Distance Between Vertices of Lattice Polytopes

A. Deza, A. Deza, Z. Guan, L. Pournin. Optimization Letters, 2020.