Papers
12094 papers
TMLR2025
Verbalized Machine Learning: Revisiting Machine Learning with Language Models
Summary pending...
TMLR2025
Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation
Summary pending...
TMLR2025
Domain Generalization for Time Series: Enhancing Drilling Regression Models for Stick-Slip Index Prediction
Summary pending...
TMLR2025
Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques
Summary pending...
TMLR2025
Exploiting Benford's Law for Weight Regularization of Deep Neural Networks
Summary pending...
TMLR2025
Emergent representations in networks trained with the Forward-Forward algorithm
Summary pending...
TMLR2025
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting
Summary pending...
TMLR2025
Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)
Summary pending...
TMLR2025
Fair principal component analysis (PCA): minorization-maximization algorithms for Fair PCA, Fair Robust PCA and Fair Sparse PCA
Summary pending...
TMLR2025
A unifying framework for generalised Bayesian online learning in non-stationary environments
Summary pending...
TMLR2025
LocalFormer: Mitigating Over-Globalising in Transformers on Graphs with Localised Training
Summary pending...
TMLR2025
HoSNNs: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds
Summary pending...
TMLR2025
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Summary pending...
TMLR2025
Cycle Conditioning for Robust Representation Learning from Categorical Data
Summary pending...
TMLR2025
Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons
Summary pending...