MLPrE -- A tool for preprocessing and exploratory data analysis prior to machine learning model construction
arxiv.org·2d
🎵Audio ML
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Enhanced Damping Factor Prediction via Multi-Scale Neural Network Ensemble
📊Quantization
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Comparative Analysis of Data Augmentation for Clinical ECG Classification with STAR
arxiv.org·2d
🧠Machine Learning
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A mathematical certification for positivity conditions in Neural Networks with applications to partial monotonicity and Trustworthy AI
arxiv.org·1d
🧠Machine Learning
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Topology-Aware Active Learning on Graphs
arxiv.org·1d
🕸️Algebraic Topology
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Fourier Neural Operators for Two-Phase, 2D Mold-Filling Problems Related to Metal Casting
arxiv.org·2d
🧠Machine Learning
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Scalable Knowledge Graph Embedding via Adaptive Dimensionality Reduction & Multi-Objective Optimization
🕸️Graph Embeddings
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maxVSTAR: Maximally Adaptive Vision-Guided CSI Sensing with Closed-Loop Edge Model Adaptation for Robust Human Activity Recognition
arxiv.org·1d
👁️Perceptual Hashing
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**Adaptive Algorithmic Profiling & Resource Allocation via Dynamic Markov Chain Optimization**
⚡Incremental Computation
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Review Based Entity Ranking using Fuzzy Logic Algorithmic Approach: Analysis
arxiv.org·1d
📊Search Ranking
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Approximating Heavy-Tailed Distributions with a Mixture of Bernstein Phase-Type and Hyperexponential Models
arxiv.org·1d
🧮Kolmogorov Bounds
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Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer
arxiv.org·1d
📊Learned Metrics
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Non-Convex Over-the-Air Heterogeneous Federated Learning: A Bias-Variance Trade-off
arxiv.org·1d
🧠Machine Learning
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Condensin Complex Dynamics: A Bayesian Network Approach to Chromosome Condensation Prediction
🧬Copy Number Variants
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Audio Signal Processing Using Time Domain Mel-Frequency Wavelet Coefficient
arxiv.org·3d
🌊Audio Wavelets
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All You Need for Object Detection: From Pixels, Points, and Prompts to Next-Gen Fusion and Multimodal LLMs/VLMs in Autonomous Vehicles
arxiv.org·1d
🤖Advanced OCR
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Improving Temporal Consistency and Fidelity at Inference-time in Perceptual Video Restoration by Zero-shot Image-based Diffusion Models
arxiv.org·2d
📊Rate-Distortion Theory
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Uncertainty-Aware Diagnostics for Physics-Informed Machine Learning
arxiv.org·1d
🧠Machine Learning
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