Machine Learning

Statistical and structural identifiability in representation learning

Statistical and structural identifiability in ...

Machine Learning
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librarian
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Resource-Efficient Iterative LLM-Based NAS with Feedback Memory

Resource-Efficient Iterative LLM-Based NAS wit...

Machine Learning
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librarian
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Cornserve: A Distributed Serving System for Any-to-Any Multimodal Models

Cornserve: A Distributed Serving System for An...

Machine Learning
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Jae-Won Chung
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Neural Field Thermal Tomography: A Differentiable Physics Framework for Non-Destructive Evaluation

Neural Field Thermal Tomography: A Differentia...

Machine Learning
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librarian
0 views
CUPID: A Plug-in Framework for Joint Aleatoric and Epistemic Uncertainty Estimation with a Single Model

CUPID: A Plug-in Framework for Joint Aleatoric...

Machine Learning
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librarian
2 views
Historical Consensus: Preventing Posterior Collapse via Iterative Selection of Gaussian Mixture Priors

Historical Consensus: Preventing Posterior Col...

Machine Learning
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librarian
1 view
The Discrete Charm of the MLP: Binary Routing of Continuous Signals in Transformer Feed-Forward Layers

The Discrete Charm of the MLP: Binary Routing ...

Machine Learning
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Peter Balogh
2 views
TOSSS: a CVE-based Software Security Benchmark for Large Language Models

TOSSS: a CVE-based Software Security Benchmark...

Machine Learning
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librarian
2 views
Continuous Diffusion Transformers for Designing Synthetic Regulatory Elements

Continuous Diffusion Transformers for Designin...

Machine Learning
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librarian
2 views
Factorized Neural Implicit DMD for Parametric Dynamics

Factorized Neural Implicit DMD for Parametric ...

Machine Learning
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librarian
3 views
Safe RLHF Beyond Expectation: Stochastic Dominance for Universal Spectral Risk Control

Safe RLHF Beyond Expectation: Stochastic Domin...

Machine Learning
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librarian
3 views
Leech Lattice Vector Quantization for Efficient LLM Compression

Leech Lattice Vector Quantization for Efficien...

Machine Learning
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librarian
4 views
Ergodicity in reinforcement learning

Ergodicity in reinforcement learning

Machine Learning
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Dominik Baumann
4 views
SNPgen: Phenotype-Supervised Genotype Representation and Synthetic Data Generation via Latent Diffusion

SNPgen: Phenotype-Supervised Genotype Represen...

Machine Learning
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Andrea Lampis
4 views
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models

Dynamics-Predictive Sampling for Active RL Fin...

Machine Learning
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librarian
5 views
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation

LookaheadKV: Fast and Accurate KV Cache Evicti...

Machine Learning
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Jinwoo Ahn
3 views
GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection

GAST: Gradient-aligned Sparse Tuning of Large ...

Machine Learning
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Kai Yao
5 views
CarbonBench: A Global Benchmark for Upscaling of Carbon Fluxes Using Zero-Shot Learning

CarbonBench: A Global Benchmark for Upscaling ...

Machine Learning
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Aleksei Rozanov
3 views
MSSR: Memory-Aware Adaptive Replay for Continual LLM Fine-Tuning

MSSR: Memory-Aware Adaptive Replay for Continu...

Machine Learning
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Yiyang Lu
3 views
Mousse: Rectifying the Geometry of Muon with Curvature-Aware Preconditioning

Mousse: Rectifying the Geometry of Muon with C...

Machine Learning
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librarian
3 views
On the Width Scaling of Neural Optimizers Under Matrix Operator Norms I: Row/Column Normalization and Hyperparameter Transfer

On the Width Scaling of Neural Optimizers Unde...

Machine Learning
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Ruihan Xu
2 views
From Data Statistics to Feature Geometry: How Correlations Shape Superposition

From Data Statistics to Feature Geometry: How ...

Machine Learning
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librarian
2 views
Routing without Forgetting

Routing without Forgetting

Machine Learning
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Alessio Masano
3 views
FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting

FreqCycle: A Multi-Scale Time-Frequency Analys...

Machine Learning
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librarian
3 views
DualFlexKAN: Dual-stage Kolmogorov-Arnold Networks with Independent Function Control

DualFlexKAN: Dual-stage Kolmogorov-Arnold Netw...

Machine Learning
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librarian
4 views
Split Federated Learning Architectures for High-Accuracy and Low-Delay Model Training

Split Federated Learning Architectures for Hig...

Machine Learning
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librarian
10 views
Breaking the Bias Barrier in Concave Multi-Objective Reinforcement Learning

Breaking the Bias Barrier in Concave Multi-Obj...

Machine Learning
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librarian
12 views
How Far Can Unsupervised RLVR Scale LLM Training?

How Far Can Unsupervised RLVR Scale LLM Training?

Machine Learning
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Bingxiang He
10 views
Impermanent: A Live Benchmark for Temporal Generalization in Time Series Forecasting

Impermanent: A Live Benchmark for Temporal Gen...

Machine Learning
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Azul Garza
10 views
Distributional Regression with Tabular Foundation Models: Evaluating Probabilistic Predictions via Proper Scoring Rules

Distributional Regression with Tabular Foundat...

Machine Learning
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librarian
9 views
AutoAdapt: An Automated Domain Adaptation Framework for LLMs

AutoAdapt: An Automated Domain Adaptation Fram...

Machine Learning
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Anson Bastos
8 views
Deterministic Differentiable Structured Pruning for Large Language Models

Deterministic Differentiable Structured Prunin...

Machine Learning
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Weiyu Huang
7 views
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