Sina Baharlouei

According to our database, Sina Baharlouei authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Semidefinite Relaxation Approach for Fair Graph Clustering.

Sina Baharlouei, Sadra Sabouri

CoRR, 2024

f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization.

Sina Baharlouei, Shivam Patel, Meisam Razaviyayn

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

RIFLE: Imputation and Robust Inference from Low Order Marginals.

Sina Baharlouei, Sze-Chuan Suen, Meisam Razaviyayn

Trans. Mach. Learn. Res., 2023

Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework.

Sina Baharlouei, Meisam Razaviyayn

CoRR, 2023

Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes.

Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A Stochastic Optimization Framework for Fair Risk Minimization.

Andrew Lowy, Sina Baharlouei, Rakesh Pavan, Meisam Razaviyayn, Ahmad Beirami

Trans. Mach. Learn. Res., 2022

I-CONVEX: Fast and Accurate de Novo Transcriptome Recovery from Long Reads.

Sina Baharlouei, Meisam Razaviyayn, Elizabeth Tseng, David Tse

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2021

RIFLE: Robust Inference from Low Order Marginals.

Sina Baharlouei, Kelechi Ogudu, Sze-Chuan Suen, Meisam Razaviyayn

CoRR, 2021

FERMI: Fair Empirical Risk Minimization via Exponential Rényi Mutual Information.

Andrew Lowy, Rakesh Pavan, Sina Baharlouei, Meisam Razaviyayn, Ahmad Beirami

CoRR, 2021

2020

Rényi Fair Inference.

Sina Baharlouei, Maher Nouiehed, Ahmad Beirami, Meisam Razaviyayn

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

When Does Non-Orthogonal Tensor Decomposition Have No Spurious Local Minima?

Maziar Sanjabi, Sina Baharlouei, Meisam Razaviyayn, Jason D. Lee

CoRR, 2019

Rényi Fair Inference.

Sina Baharlouei, Maher Nouiehed, Meisam Razaviyayn

CoRR, 2019