Machine Learning

Orbitol: Crystal Generation on Wyckoff Orbits

Orbitol: Crystal Generation on Wyckoff Orbits

Machine Learning
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Ivan Žugec
6 views
Self-normalized Bernstein Inequalities for Regenerative Processes and Applications to Learning Without Independence

Self-normalized Bernstein Inequalities for Reg...

Machine Learning
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librarian
6 views
Loopholing All the Way: Language Modeling with pure Self-Conditioning

Loopholing All the Way: Language Modeling with...

Machine Learning
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librarian
7 views
The role of locality and weight sharing in convolutional neural networks

The role of locality and weight sharing in con...

Machine Learning
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librarian
6 views
EPIC: Rethinking Trust Regions for Autoregressive LLM Policies via Exact-KL Prefix Importance-Ratio Clipping

EPIC: Rethinking Trust Regions for Autoregress...

Machine Learning
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librarian
8 views
FrontierCS 2: A Benchmark for Computer Science R&D

FrontierCS 2: A Benchmark for Computer Science R&D

Machine Learning
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librarian
10 views
Differentially Private Sparse Reward Estimation with Preference Feedback

Differentially Private Sparse Reward Estimatio...

Machine Learning
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librarian
8 views
BatchBench: Benchmarking AI Robustness to Batch Effects and Domain Shift in Biomedical Images - A JUMP Cell Painting Leaderboard

BatchBench: Benchmarking AI Robustness to Batc...

Machine Learning
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librarian
9 views
BIRD-RL: Scaling Agentic Reinforcement Learning over Stateful Data-Centric Environments

BIRD-RL: Scaling Agentic Reinforcement Learnin...

Machine Learning
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librarian
4 views
PaPi: Parallel Picard-Duhamel Integration for Fast Neuro-Spectral Architectures

PaPi: Parallel Picard-Duhamel Integration for ...

Machine Learning
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librarian
16 views
Binary Discrete Diffusion: Candidate-Set Diffusion for Logic and Planning Tasks

Binary Discrete Diffusion: Candidate-Set Diffu...

Machine Learning
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Rodrigo Casado Noguerales
11 views
The Shape of the DPO Hyperparameter Landscape: What to Measure, How It Moves with Scale, and When Not to Transfer It

The Shape of the DPO Hyperparameter Landscape:...

Machine Learning
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Hannan Mahadik
13 views
Near-Duplicate Image Selection Transfers Preferences in Vision-Language Models

Near-Duplicate Image Selection Transfers Prefe...

Machine Learning
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Jaeyoung Kim
13 views
Cross-Fitting for Neural Posterior Estimation

Cross-Fitting for Neural Posterior Estimation

Machine Learning
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librarian
13 views
recAMPLIFY: Large-Scale Pretraining of Recursive Protein Language Models

recAMPLIFY: Large-Scale Pretraining of Recursi...

Machine Learning
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librarian
16 views
Scaling Parameter-Efficient Fine-Tuning for Brain Encoding

Scaling Parameter-Efficient Fine-Tuning for Br...

Machine Learning
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Josh Ying
21 views
Parallel Language Models via Variational Decoding

Parallel Language Models via Variational Decoding

Machine Learning
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Felix Draxler
15 views
Kronecker Delta Rule for Long Context Linear Attention

Kronecker Delta Rule for Long Context Linear A...

Machine Learning
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Anamaria-Roberta Hartl
15 views
Text-to-Image Generative Modeling Without Language Pretraining

Text-to-Image Generative Modeling Without Lang...

Machine Learning
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Keshigeyan Chandrasegaran
13 views
Correctness-Dependent Asymmetric Target Distributions for Self-Distillation Policy Optimization

Correctness-Dependent Asymmetric Target Distri...

Machine Learning
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librarian
11 views
Training-Free On-Policy Distillation

Training-Free On-Policy Distillation

Machine Learning
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Ge Liu
46 views
Causal Integrated Gradients: Scalable Feature Attribution Along Causal Paths

Causal Integrated Gradients: Scalable Feature ...

Machine Learning
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librarian
44 views
PathFM: Fast Generative Forecasting of Multivariate Trajectories

PathFM: Fast Generative Forecasting of Multiva...

Machine Learning
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librarian
37 views
Towards Continual Learning: Mitigating Forgetting With Subspace Tuning

Towards Continual Learning: Mitigating Forgett...

Machine Learning
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librarian
44 views
Rethinking Routing Exploration in Modern Mixture-of-Experts

Rethinking Routing Exploration in Modern Mixtu...

Machine Learning
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librarian
35 views
Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries

Librarian Agents: Training LLMs to Curate Long...

Machine Learning
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Anikait Singh
36 views
Memorilla: Latent Semantic Memory for LLMs

Memorilla: Latent Semantic Memory for LLMs

Machine Learning
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librarian
36 views
Multi-Reward Hacking: From Aggregation-Induced Drift to Trust-Anchored Defense

Multi-Reward Hacking: From Aggregation-Induced...

Machine Learning
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librarian
34 views
Transfer Learning in Bandits from Unknown Adaptive Policies: Problem-Dependent Lower and Upper Bounds

Transfer Learning in Bandits from Unknown Adap...

Machine Learning
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librarian
32 views
Linear Separability of Activation Representations after Supervised Fine-Tuning on Incorrect Responses: A Study of Synthetic Dishonesty in Large Language Models

Linear Separability of Activation Representati...

Machine Learning
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m k
33 views
Generative Representation Learning for Scalable Latent Tokenization

Generative Representation Learning for Scalabl...

Machine Learning
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librarian
46 views
Continuum Attention

Continuum Attention

Machine Learning
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librarian
41 views
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