Sina Baharlouei

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Inference Process

Empirical Risk Minimization

Tensor Decomposition

Top Venues

Trans. Mach. Learn. Res.

Publications

Sina Baharlouei, Shivam Patel, Meisam Razaviyayn
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization. ICLR (2024)
Sina Baharlouei, Shivam Patel, Meisam Razaviyayn
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization. CoRR (2023)
Sina Baharlouei, Sze-Chuan Suen, Meisam Razaviyayn
RIFLE: Imputation and Robust Inference from Low Order Marginals. Trans. Mach. Learn. Res. 2023 (2023)
Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes. AISTATS (2023)
Sina Baharlouei, Meisam Razaviyayn
Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework. CoRR (2023)
Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes. CoRR (2022)
Sina Baharlouei, Meisam Razaviyayn, Elizabeth Tseng, David Tse
I-CONVEX: Fast and Accurate de Novo Transcriptome Recovery from Long Reads. PKDD/ECML Workshops (2) (2022)
Andrew Lowy, Sina Baharlouei, Rakesh Pavan, Meisam Razaviyayn, Ahmad Beirami
A Stochastic Optimization Framework for Fair Risk Minimization. Trans. Mach. Learn. Res. 2022 (2022)
Andrew Lowy, Rakesh Pavan, Sina Baharlouei, Meisam Razaviyayn, Ahmad Beirami
FERMI: Fair Empirical Risk Minimization via Exponential Rényi Mutual Information. CoRR (2021)
Sina Baharlouei, Kelechi Ogudu, Sze-chuan Suen, Meisam Razaviyayn
RIFLE: Robust Inference from Low Order Marginals. CoRR (2021)
Sina Baharlouei, Maher Nouiehed, Ahmad Beirami, Meisam Razaviyayn
Rényi Fair Inference. ICLR (2020)
Sina Baharlouei, Maher Nouiehed, Meisam Razaviyayn
Rényi Fair Inference. CoRR (2019)
Maziar Sanjabi, Sina Baharlouei, Meisam Razaviyayn, Jason D. Lee
When Does Non-Orthogonal Tensor Decomposition Have No Spurious Local Minima? CoRR (2019)