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Showing 2751–2800 of 9169 papers

TitleStatusHype
A Primal-Dual Framework for Transformers and Neural Networks—0
Stock Volume Forecasting with Advanced Information by Conditional Variational Auto-Encoder—0
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models—0
FreqRISE: Explaining time series using frequency maskingCode0
Robust Time Series Forecasting with Non-Heavy-Tailed Gaussian Loss-Weighted Sampler—0
Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series ClassificationCode0
Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation—0
Generalization bounds for mixing processes via delayed online-to-PAC conversions—0
Time Series Modeling for Heart Rate Prediction: From ARIMA to Transformers—0
Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models—0
Frequency-Domain Data-Driven Predictive Control—0
Modeling, Inference, and Prediction in Mobility-Based Compartmental Models for Epidemiology—0
Delay Embedding Theory of Neural Sequence Models—0
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction—0
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series DataCode0
Reinforced Decoder: Towards Training Recurrent Neural Networks for Time Series ForecastingCode0
WindowMixer: Intra-Window and Inter-Window Modeling for Time Series Forecasting—0
Brain-Inspired Spike Echo State Network Dynamics for Aero-Engine Intelligent Fault Prediction—0
Universal randomised signatures for generative time series modellingCode0
SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature EmbeddingsCode0
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting—0
Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System TelemetryCode0
How & Why To Use Audience Segmentation to Maximize (Listener) Demand Across Digital Music Portfolio—0
Zoom and Shift are All You Need—0
Precise analysis of ridge interpolators under heavy correlations -- a Random Duality Theory view—0
LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices—0
On when is Reservoir Computing with Cellular Automata Beneficial?—0
Entropy-statistical approach to phase-locking detection of pulse oscillations: application for the analysis of biosignal synchronization—0
Rating Multi-Modal Time-Series Forecasting Models (MM-TSFM) for Robustness Through a Causal Lens—0
Parameter Estimation in Quantum Metrology Technique for Time Series Prediction—0
Marginalization Consistent Probabilistic Forecasting of Irregular Time Series via Mixture of Separable flows—0
Nonlinear time-series embedding by monotone variational inequality—0
DecoR: Deconfounding Time Series with Robust RegressionCode0
Supervised Radio Frequency Interference Detection with SNNs—0
Topological Analysis for Detecting Anomalies (TADA) in Time Series—0
Data Augmentation for Multivariate Time Series Classification: An Experimental Study—0
Electricity Spot Prices Forecasting Using Stochastic Volatility ModelsCode0
Dissecting Multifractal detrended cross-correlation analysisCode0
Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach—0
Deep Learning to Predict Glaucoma Progression using Structural Changes in the Eye—0
Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series—0
Modeling Temporal Dependencies within the Target for Long-Term Time Series Forecasting—0
UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting—0
A Language Model-Guided Framework for Mining Time Series with Distributional Shifts—0
A Novel Time Series-to-Image Encoding Approach for Weather Phenomena Classification—0
Dynamical mixture modeling with fast, automatic determination of Markov chains—0
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting—0
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach—0
Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks—0
Amortized Equation Discovery in Hybrid Dynamical SystemsCode0
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