Computer Science, Cryptography and Security
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Computer Science, Machine Learning
Unlocking Machine Learning’s Potential: A New Approach to Robustness and Resilience
Neurons and Cognition, Quantitative Biology
Sparse Coding and Neural Adaptation: A Biologically Plausible Approach to Image Classification
Computer Science, Cryptography and Security
Securing Edge Devices and Solutions: Challenges and Opportunities
Mathematics, Numerical Analysis
Finding Structure with Randomness: Probabilistic Algorithms for Matrix Decompositions
Mathematics, Optimization and Control
Faster Decentralized Bilevel Optimization Algorithms
Computer Science, Computer Vision and Pattern Recognition
Deep Learning Networks: A Comprehensive Overview
Computer Science, Machine Learning
Accurate Time-Series Modeling with Normalizing Flows
Electrical Engineering and Systems Science, Image and Video Processing
Deep Learning-Based Semantic Segmentation of Pulmonary Embolism: A Comparative Study
Computer Science, Computer Vision and Pattern Recognition
Precision Agriculture Techniques for Optimal Crop Yield
Computation and Language, Computer Science
Sentiment Transfer Using Polarity-Aware Denoising: Balancing Sentiment and Content Preservation
Computer Science, Machine Learning
Navigating the Triangle of Privacy, Robustness, and Efficiency in Distributed Machine Learning
Computer Science, Neural and Evolutionary Computing
Machine Learning for Personalized Recommendation in E-commerce
Mathematics, Numerical Analysis
Asynchronous Iterative Methods for Linear Systems: A Performance Comparison
Mathematics, Numerical Analysis
Stable Time Stepping for Elliptic Problems via Lumped Mass Densities
Data Analysis, Statistics and Probability, Physics
Understanding MMV Maneuvers: A New Approach to Crash Prevention
Computer Science, Computer Science and Game Theory
Maximizing Representation Fairness in Gerrymandered Districts via Dynamic Programming
Computer Science, Computer Science and Game Theory
Rivalry Reduction in Multi-Winner Elections: A New Measure
Computer Science, Computer Vision and Pattern Recognition
Uncovering Data Quality Bias in Hybrid Models: A Study on Image-Tabular Fusion
Computer Science, Software Engineering