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Home/Authors/Farzan Farnia

Farzan Farnia

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:51 AM AMS

15

papers

253

total citations

papers (15)

Robust Federated Learning: The Case of Affine Distribution Shifts

NEURIPS 2020arXiv

An Interpretable Evaluation of Entropy-based Novelty of Generative Models

Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach

APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning

NEURIPS 2025arXiv

Boosting the visual interpretability of CLIP via adversarial fine-tuning

Scendi Score: Prompt‑Aware Diversity Evaluation via Schur Complement of CLIP Embeddings

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models

Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training

MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope

Towards an Explainable Comparison and Alignment of Feature Embeddings

An Information Theoretic Approach to Interaction-Grounded Learning

When Kernels Multiply, Clusters Unify: Fusing Embeddings with the Kronecker Product

NEURIPS 2025arXiv

Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference

PermLLM: Learnable Channel Permutation for N:M Sparse Large Language Models

An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions