Gholamali Aminian
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
5
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Generalization and Robustness of the Tilted Empirical Risk. | Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen |
| 2025 | ICML | Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning. | Armin Behnamnia, Gholamali Aminian, Alireza Aghaei, Chengchun Shi, Vincent Y. F. Tan, Hamid R. Rabiee |
| 2024 | ICLR | Semi-supervised Learning under Self-training via $f$-Divergence. | Gholamali Aminian, Amirhossein Bagheri, Radmehr Karimian, Mahyar JafariNodeh, Mohammad Hossein Yassaee |
| 2024 | ICLR | KLCE: Regularized Imbalance Node-classification Via KL-divergence and Cross-Entropy. | Mohammad Taha Teimuri Jervakani, Zahra Dehghanian, Gholamali Aminian, Hamid R. Rabiee |
| 2024 | ICLR | Synthetic Labeling: A Novel Approach to Advancing Few-Shot Learning. | Zhaoyan Lyu, Gholamali Aminian, Miguel R. D. Rodrigues |
| 2024 | ICML | Generalization Error of Graph Neural Networks in the Mean-field Regime. | Gholamali Aminian, Yixuan He, Gesine Reinert, Lukasz Szpruch, Samuel N. Cohen |
| 2024 | ISIT | Robust Semi-supervised Learning via f-Divergence and α- Renyi Divergence. | Gholamali Aminian, Amirhossien Bagheri, Mahyar JafariNodeh, Radmehr Karimian, Mohammad Hossein Yassaee |
| 2023 | AISTATS | How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? | Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan |
| 2023 | ISIT | On the Generalization Error of Meta Learning for the Gibbs Algorithm. | Yuheng Bu, Harsha Vardhan Tetali, Gholamali Aminian, Miguel R. D. Rodrigues, Gregory W. Wornell |
| 2022 | AISTATS | An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift. | Gholamali Aminian, Mahed Abroshan, Mohammad Mahdi Khalili, Laura Toni, Miguel R. D. Rodrigues |
| 2022 | AISTATS | Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm. | Yuheng Bu, Gholamali Aminian, Laura Toni, Gregory W. Wornell, Miguel R. D. Rodrigues |
| 2022 | ISIT | Tighter Expected Generalization Error Bounds via Convexity of Information Measures. | Gholamali Aminian, Yuheng Bu, Gregory W. Wornell, Miguel R. D. Rodrigues |
| 2021 | ISIT | Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms. | Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues |
| 2020 | ITW | Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms. | Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues |
| 2015 | ISIT | On the capacity of level and type modulations in Molecular communication with ligand receptors. | Gholamali Aminian, Mahtab Mirmohseni, Masoumeh Nasiri-Kenari, Faramarz Fekri |