Federico Danieli
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(6)
Deep Learning
(5)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
self-supervised learning
(2)
contrastive learning
(1)
neural network training
(1)
transfer learning
(1)
entropy minimization
(1)
uncertainty quantification
(1)
attention mechanism
(1)
test-time adaptation
(1)
image reconstruction
(1)
computational complexity
(1)
theoretical analysis
(1)
parallel computing
(1)
multi-view learning
(1)
distribution shift
(1)
input selectivity
(1)
diffusion model
(1)
language model
(1)
inference acceleration
(1)
equivariant representation
(1)
haar wavelet
(1)
Papers
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
ACL 2025
Theory, Analysis, and Best Practices for Sigmoid Self-Attention
ICLR 2025
Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity
ICML 2025
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation
WACV 2024
DeepPCR: Parallelizing Sequential Operations in Neural Networks
NeurIPS 2023
DUET: 2D Structured and Approximately Equivariant Representations
ICML 2023