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Sina Baharlouei
Sina Baharlouei
Applied Scientist@eBay, USC Alumni
Verifisert e-postadresse på ebay.com - Startside
Tittel
Sitert av
Sitert av
År
Rényi Fair Inference
S Baharlouei, M Nouiehed, A Beirami, M Razaviyayn
International Conference on Learning Representations (ICLR), 2020
1132020
A Stochastic Optimization Framework for Fair Risk Minimization
A Lowy*, S Baharlouei*, R Pavan, M Razaviyayn, A Beirami
Transaction on Machine Learning Research (TMLR), 2022
41*2022
When does non-orthogonal tensor decomposition have no spurious local minima?
M Sanjabi, S Baharlouei, M Razaviyayn, JD Lee
arXiv preprint arXiv:1911.09815, 2019
82019
Improving adversarial robustness via joint classification and multiple explicit detection classes
S Baharlouei, F Sheikholeslami, M Razaviyayn, Z Kolter
International Conference on Artificial Intelligence and Statistics, 11059-11078, 2023
62023
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization
S Baharlouei, S Patel, M Razaviyayn
International Conference on Learning Representation (ICLR), 2024
52024
RIFLE: Imputation and Robust Inference from Low Order Marginals
S Baharlouei, K Ogudu, P Dai, S Suen, M Razaviyayn
Transaction on Machine Learning Research, 2023
52023
Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework
S Baharlouei, M Razaviyayn
arXiv preprint arXiv:2309.11682, 2023
12023
I-CONVEX: Fast and Accurate de Novo Transcriptome Recovery from Long Reads
S Baharlouei, M Razaviyayn, E Tseng, D Tse
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
12022
A Semidefinite Relaxation Approach for Fair Graph Clustering
S Baharlouei, S Sabouri
arXiv preprint arXiv:2410.15233, 2024
2024
Task-Optimized Machine Learning for High-Accuracy Alzheimer's Diagnosis from Handwriting Data
Z Seyedi Hosseininian, A Tajari, B Barati B, S Baharlouei
medRxiv, 2024.12. 17.24319146, 2024
2024
Scalable Optimization for Trustworthy AI: Robust and Fair Machine Learning
S Baharlouei
University of Southern California, 2024
2024
Feature Selection in the Presence of Monotone Batch Effects
P Dai, S Baharlouei, T Tu, BL Stiles, M Razaviyayn, S Suen
ICML 2023, The Second Workshop on Spurious Correlations, Invariance and …, 2023
2023
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Artikler 1–12