Farzan Farnia
34 papers · 2015–2026 · 8 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 10 separate collaboration groups - the largest holds only 35% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Farzan Farnia?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Xiaoyan Hu, Ho-fung Leung, Yulai Zhao
4 papers
· 2024–2025
· ICML, AISTATS, ICLR
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A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models
AISTATS 2025
PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs
ICML 2025
An Information Theoretic Approach to Interaction-Grounded Learning
ICML 2024
Provably Efficient CVaR RL in Low-rank MDPs
ICLR 2024
4 papers whose co-authors appear nowhere else under this name
Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts
ICML 2025
Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability
AISTATS 2025
Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference
ICML 2025
On the Role of Generalization in Transferability of Adversarial Examples
UAI 2023