Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt

Learning to Search Feasible and Infeasible Reg...

Machine Learning
Avatar
Yining Ma
47 views
Heterogeneous Federated Learning with Group-Aware Prompt Tuning

Heterogeneous Federated Learning with Group-Aw...

Machine Learning
Avatar
Wenlong Deng
48 views
Optimal Transport for Treatment Effect Estimation

Optimal Transport for Treatment Effect Estimation

Machine Learning
Avatar
Hao Wang
34 views
Sustainable Concrete via Bayesian Optimization

Sustainable Concrete via Bayesian Optimization

Machine Learning
Avatar
Sebastian Ament
40 views
Addressing GAN Training Instabilities via Tunable Classification Losses

Addressing GAN Training Instabilities via Tuna...

Machine Learning
Avatar
Monica Welfert
34 views
A Stability Principle for Learning under Non-Stationarity

A Stability Principle for Learning under Non-S...

Machine Learning
Avatar
Chengpiao Huang
35 views
FP8-LM: Training FP8 Large Language Models

FP8-LM: Training FP8 Large Language Models

Machine Learning
Avatar
Han Hu
42 views
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time

Deja Vu: Contextual Sparsity for Efficient LLM...

Machine Learning
Avatar
Zichang Liu
40 views
Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise

Improving Denoising Diffusion Models via Simul...

Machine Learning
Avatar
Zhenkai Zhang
40 views
Learning an Inventory Control Policy with General Inventory Arrival Dynamics

Learning an Inventory Control Policy with Gene...

Machine Learning
Avatar
Sohrab Andaz
43 views
DSAC-C: Constrained Maximum Entropy for Robust Discrete Soft-Actor Critic

DSAC-C: Constrained Maximum Entropy for Robust...

Machine Learning
Avatar
Dexter Neo
37 views
How do Language Models Bind Entities in Context?

How do Language Models Bind Entities in Context?

Machine Learning
Avatar
Jiahai Feng
32 views
Codebook Features: Sparse and Discrete Interpretability for Neural Networks

Codebook Features: Sparse and Discrete Interpr...

Machine Learning
Avatar
Alex Tamkin
34 views
CROP: Conservative Reward for Model-based Offline Policy Optimization

CROP: Conservative Reward for Model-based Offl...

Machine Learning
Avatar
Hao Li
28 views
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity

Grokking Beyond Neural Networks: An Empirical ...

Machine Learning
Avatar
Jack Miller
39 views
fairret: a Framework for Differentiable Fairness Regularization Terms

fairret: a Framework for Differentiable Fairne...

Machine Learning
Avatar
Maarten Buyl
44 views
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder

C-Disentanglement: Discovering Causally-Indepe...

Machine Learning
Avatar
Xiaoyu Liu
31 views
CQM: Curriculum Reinforcement Learning with a Quantized World Model

CQM: Curriculum Reinforcement Learning with a ...

Machine Learning
Avatar
Seungjae Lee
44 views
On Forecast Stability

On Forecast Stability

Machine Learning
Avatar
Rakshitha Godahewaa
24 views
A multi-artifact EEG denoising by frequency-based deep learning

A multi-artifact EEG denoising by frequency-ba...

Machine Learning
Avatar
Matteo Gabardi
37 views
De-novo Chemical Reaction Generation by Means of Temporarily Convolutional Neural Networks

De-novo Chemical Reaction Generation by Means ...

Machine Learning
Avatar
Andrei Buin
34 views
Exploring the Trie of Rules: a fast data structure for the representation of association rules

Exploring the Trie of Rules: a fast data struc...

Machine Learning
Avatar
Mikhail Kudriavtsev
37 views
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning

Towards Unifying Diffusion Models for Probabil...

Machine Learning
Avatar
Junfeng Hu
38 views
Optimization dependent generalization bound for ReLU networks based on sensitivity in the tangent bundle

Optimization dependent generalization bound fo...

Machine Learning
Avatar
D´aniel R´acz
38 views
Enhancing Graph Neural Networks with Structure-Based Prompt

Enhancing Graph Neural Networks with Structure...

Machine Learning
Avatar
Qingqing Ge
37 views
Causal Modeling with Stationary Diffusions

Causal Modeling with Stationary Diffusions

Machine Learning
Avatar
Lars Lorch
30 views
Likelihood-based Out-of-Distribution Detection with Denoising Diffusion Probabilistic Models

Likelihood-based Out-of-Distribution Detection...

Machine Learning
Avatar
Joseph Goodier
28 views
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation

Bayesian Neural Controlled Differential Equati...

Machine Learning
Avatar
Konstantin Hess
95 views
Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach

Fair collaborative vehicle routing: A deep mul...

Machine Learning
Avatar
Stephen Maka
33 views
FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing

FedPEAT: Convergence of Federated Learning, Pa...

Machine Learning
Avatar
Terence Jie Chua
40 views
CBD: A Certified Backdoor Detector Based on Local Dominant Probability

CBD: A Certified Backdoor Detector Based on Lo...

Machine Learning
Avatar
Zhen Xiang Zidi
38 views
The Expressive Power of Low-Rank Adaptation

The Expressive Power of Low-Rank Adaptation

Machine Learning
Avatar
Yuchen Zeng
37 views