Machine Learning

Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning

Deep Embedded Multiplicative DMD for Algebra-P...

Machine Learning
Avatar
Kelan Gray
1 view
Reinforcement Learning from Rich Feedback with Distributional DAgger

Reinforcement Learning from Rich Feedback with...

Machine Learning
Avatar
librarian
1 view
STRIDE: Training Data Attribution via Sparse Recovery from Subset Perturbations

STRIDE: Training Data Attribution via Sparse R...

Machine Learning
Avatar
librarian
1 view
Neuron Populations Exhibit Divergent Selectivity with Scale

Neuron Populations Exhibit Divergent Selectivi...

Machine Learning
Avatar
Amil Dravid
9 views
Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill

Skill-RM: Unifying Heterogeneous Evaluation Cr...

Machine Learning
Avatar
librarian
7 views
Dynamic Short Convolutions Improve Transformers

Dynamic Short Convolutions Improve Transformers

Machine Learning
Avatar
librarian
8 views
q0: Primitives for Hyper-Epoch Pretraining

q0: Primitives for Hyper-Epoch Pretraining

Machine Learning
Avatar
librarian
9 views
Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories

Language Models Need Sleep: Learning to Self-M...

Machine Learning
Avatar
Ali Behrouz
9 views
Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression

Rethinking the Role of Tensor Decompositions i...

Machine Learning
Avatar
librarian
8 views
Training a Predictive Coding Network on ImageNet using Equilibrium Propagation

Training a Predictive Coding Network on ImageN...

Machine Learning
Avatar
librarian
12 views
When Model Merging Breaks Routing: Training-Free Calibration for MoE

When Model Merging Breaks Routing: Training-Fr...

Machine Learning
Avatar
Xiaojun Quan
8 views
KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

KVarN: Variance-Normalized KV-Cache Quantizati...

Machine Learning
Avatar
librarian
10 views
CauTion: Knowing When to Trust LLMs for Ensemble Causal Discovery

CauTion: Knowing When to Trust LLMs for Ensemb...

Machine Learning
Avatar
librarian
7 views
Measurement Geometry and Design for Trustworthy Generative Inverse Problems

Measurement Geometry and Design for Trustworth...

Machine Learning
Avatar
librarian
11 views
Drifting Preference Optimization for One-Step Generative Models

Drifting Preference Optimization for One-Step ...

Machine Learning
Avatar
librarian
14 views
Policy and World Modeling Co-Training for Language Agents

Policy and World Modeling Co-Training for Lang...

Machine Learning
Avatar
librarian
10 views
A Local Perturbation Theory for Cross-Domain Interference and Recovery in Multi-Domain RL

A Local Perturbation Theory for Cross-Domain I...

Machine Learning
Avatar
librarian
12 views
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

On the Scaling of PEFT: Towards Million Person...

Machine Learning
Avatar
librarian
13 views
A Biconvex Formulation for Stable Transport of Mixture Models with a Unique Solution

A Biconvex Formulation for Stable Transport of...

Machine Learning
Avatar
librarian
10 views
IntraShuffler: A Privacy Preserving Framework for Heterogeneous DP Federated Learning

IntraShuffler: A Privacy Preserving Framework ...

Machine Learning
Avatar
librarian
8 views
ContinuousBench: Can Differentially Private Synthetic Text Improve Capabilities?

ContinuousBench: Can Differentially Private Sy...

Machine Learning
Avatar
librarian
11 views
Beyond $\ell_2$-norm and $\ell_\infty$-norm: A Curvature-Inspired $\ell_p$-Norm Scheme for Deep Neural Networks

Beyond $\ell_2$-norm and $\ell_\infty$-norm: A...

Machine Learning
Avatar
Jianhao Xu
8 views
Data Enrichment for Symbolic Regression Using Diffusion Models

Data Enrichment for Symbolic Regression Using ...

Machine Learning
Avatar
librarian
6 views
Profiling Privacy Preservation Against Gradient Inversion Attacks in Tabular Federated Learning

Profiling Privacy Preservation Against Gradien...

Machine Learning
Avatar
librarian
7 views
Silent Failures in Federated Personalization of Foundation Models

Silent Failures in Federated Personalization o...

Machine Learning
Avatar
YongKyung Oh
6 views
In-Context Reward Adaptation for Robust Preference Modeling

In-Context Reward Adaptation for Robust Prefer...

Machine Learning
Avatar
librarian
34 views
SoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones?

SoundnessBench: Can Your AI Scientist Really T...

Machine Learning
Avatar
Sy-Tuyen Ho
36 views
Fairness-Aware Federated Learning with Trajectory Shapley Value

Fairness-Aware Federated Learning with Traject...

Machine Learning
Avatar
librarian
39 views
Can AI Weather Models Predict Beyond Two Weeks? A Quantitative Benchmark and Analysis of Long Rollouts

Can AI Weather Models Predict Beyond Two Weeks...

Machine Learning
Avatar
librarian
41 views
CalArena: A Large-Scale Post-Hoc Calibration Benchmark

CalArena: A Large-Scale Post-Hoc Calibration B...

Machine Learning
Avatar
Eugène Berta
42 views
Self-Trained Verification for Training- and Test-Time Self-Improvement

Self-Trained Verification for Training- and Te...

Machine Learning
Avatar
librarian
38 views
Mean-Field Diffuser: Scaling Offline MARL to Thousands of Agents

Mean-Field Diffuser: Scaling Offline MARL to T...

Machine Learning
Avatar
librarian
40 views
Load more