Farzan Farnia
~Farzan_Farnia1
24
论文总数
12.0
年均投稿
平均评分
接收情况14/24
会议分布
ICLR
12
NeurIPS
7
ICML
5
发表论文 (24 篇)
202517 篇
3
Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference
ICML 2025Poster
4
miniF2F-Lean Revisited: Reviewing Limitations and Charting a Path Forward
NeurIPS 2025Poster
5
Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms
ICLR 2025Poster
3
APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning
NeurIPS 2025Poster
5
When Kernels Multiply, Clusters Unify: Fusing Embeddings with the Kronecker Product
NeurIPS 2025Poster
3
An Online Learning Approach to Prompt-based Selection of Generative Models
ICLR 2025Rejected
4
Robust Model Evaluation over Large-scale Federated Networks
ICLR 2025Rejected
3
PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs
ICML 2025Poster
4
Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts
ICML 2025Poster
4
Towards an Explainable Comparison and Alignment of Feature Embeddings
ICML 2025Poster
4
On the Mode-Seeking Properties of Langevin Dynamics
ICLR 2025Rejected
3
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models
ICML 2025Poster
5
Boosting the visual interpretability of CLIP via adversarial fine-tuning
ICLR 2025Poster
4
SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score
NeurIPS 2025Poster
4
An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative Models
ICLR 2025Rejected
5
MoreauPruner: Robust Structured Pruning of Large Language Models against Weight Perturbations
ICLR 2025withdrawn
4
PermLLM: Learnable Channel Permutation for N:M Sparse Large Language Models
NeurIPS 2025Poster
20247 篇
5
An Information Theoretic Approach to Interaction Grounded Learning
ICLR 2024Rejected
3
On the Generalization of Gradient-based Neural Network Interpretations
ICLR 2024Rejected
3
On the Evaluation of Generative Models in Distributed Learning Tasks
ICLR 2024Rejected
4
Stability and Generalization in Free Adversarial Training
ICLR 2024Rejected
4
On the Mode-Seeking Properties of Langevin Dynamics
NeurIPS 2024Rejected
4
Provably Efficient CVaR RL in Low-rank MDPs
ICLR 2024Poster
3
Towards a Scalable Reference-Free Evaluation of Generative Models
NeurIPS 2024Poster