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SPaRSe-TIME: Saliency-Projected Low-Rank Temporal Modeling for Efficient and Interpretable Time Series Prediction  📡Signal Processing
arxiv.org·4d
On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability  🗜️Compressed Sensing
arxiv.org·4d
Non-Stationarity in the Embedding Space of Time Series Foundation Models  📐Estimation Theory
arxiv.org·4d
Subsample-based Estimation under Dynamic Contamination  📡Signal Processing
arxiv.org·4d
Defragmenting Language Models: An Interpretability-based Approach for Vocabulary Expansion  💬LLMs
arxiv.org·4d
Clusterability-Based Assessment of Potentially Noisy Views for Multi-View Clustering  🗄️Vector Databases
arxiv.org·4d
From design of experiments to analysis of variance of multivariate data: a tutorial review on ANOVA simultaneous component analysis  📡Signal Processing
arxiv.org·3d
SAND: The Challenge on Speech Analysis for Neurodegenerative Disease Assessment  💬LLMs
arxiv.org·4d
Phase retrieval and matrix sensing via benign and overparametrized nonconvex optimization  🗜️Compressed Sensing
arxiv.org·5d
Beyond the Flat-Spike: Adaptive Sparse CCA for Decaying and Unbalanced Signals  📡Signal Processing
arxiv.org·4d
Inference for Functional Data under Markov Constraints  🎲Stochastic Processes
arxiv.org·4d
Proposing Topic Models and Evaluation Frameworks for Analyzing Associations with External Outcomes: An Application to Leadership Analysis Using Large-Scale Corporate Review Data  💬LLMs
arxiv.org·3d
Bayesian analysis for a generalised Dirichlet process prior  🎲Stochastic Processes
arxiv.org·4d
Extreme Value Analysis based on Blockwise Top-Two Order Statistics  📐Estimation Theory
arxiv.org·5d
Mapping High-Performance Regions in Battery Scheduling across Data Uncertainty, Battery Design, and Planning Horizons  📐Optimization Theory
arxiv.org·5d
LoReC: Rethinking Large Language Models for Graph Data Analysis  💬LLMs
arxiv.org·4d
Practical Process Capability Indices Workflows  🛠️Developer Tools
arxiv.org·5d
Back to Repair: A Minimal Denoising Network\ for Time Series Anomaly Detection  📡Signal Processing
arxiv.org·4d
Forecast Sports Outcomes under Efficient Market Hypothesis: Theoretical and Experimental Analysis of Odds-Only and Generalised Linear Models  📊Statistics
arxiv.org·4d
Ranking Abuse via Strategic Pairwise Data Perturbations  📐Estimation Theory
arxiv.org·4d

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