📊 Modeling - fischerj · Scour

Diff2SP: Diffusion Models for Correlated Scenario Generation in Stochastic Programming

🤖AI Academic

SafeECGMatch: Calibration-Aware Joint Frequency and Time Space Semi-Supervised Learning for Open-Set ECG Classification

🧩Embeddings Academic

Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization

🕸️Neural Networks Academic

A Comparison of SSL-Based Feature Extractors and Back-End Classifiers for Spoofing Detection: A Multi-Corpus Training and Cross-Linguistic Analysis

💬LLMs Academic

Pretraining Recurrent Networks without Recurrence

🤖AI Academic

Evaluating the Representation Space of Diffusion Models via Self-Supervised Principles

🧩Embeddings Academic

GITCO: Gated Inference-Time Context Optimization in TSFMs

🔤Language Models Academic

Geometric Second-Order Feature Correlation Learning for Self-Supervised Speech Emotion Recognition

🔤Language Models Academic

ReCache: Learning Budget-Aware Caching Schedules for Diffusion Models via REINFORCE

🤖AI Academic

ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?

💬LLMs Academic

Post-training is (Massive) Supervised Learning

💬LLMs Academic

Pseudospectral Bounds for Transient Amplification in Coupled Gradient Descent

🤖AI Academic

DALE-CT: Depth-Aware Foundation Models for Computed Tomography

🧩Embeddings Academic

When Both Layers Learn: Training Dynamics of Representing Linear Models via ReLU Networks

🧩Embeddings Academic

Securing Self-supervised Data Curation for Foundation Models Robustness

🕸️Neural Networks Academic

LDARNet: DNA Adaptive Representation Network with Learnable Tokenization for Genomic Modeling

🔤Language Models Academic

Fourier fractal dimension to predict the generalization of deep neural networks

🤖AI Academic

Probabilistic learning to perform pre-onset individualised prediction of disease severity: application to Veno Occlusive Disease

🕸️Neural Networks Academic

Self-supervised Learning Matters: A Simple Ensemble Solution for Micro-Gesture Recognition

🔬Science Academic

Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network

🤖AI Academic

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