wamaitha
's Collections
Finance Papers
updated
Short-term Volatility Estimation for High Frequency Trades using
Gaussian processes (GPs)
Paper
•
2311.10935
•
Published
Forecasting Time Series with LLMs via Patch-Based Prompting and
Decomposition
Paper
•
2506.12953
•
Published
•
2
Forecasting Probability Distributions of Financial Returns with Deep
Neural Networks
Paper
•
2508.18921
•
Published
Forecasting Future International Events: A Reliable Dataset for
Text-Based Event Modeling
Paper
•
2411.14042
•
Published
Risk forecasting using Long Short-Term Memory Mixture Density Networks
Paper
•
2501.01278
•
Published
OLinear: A Linear Model for Time Series Forecasting in Orthogonally
Transformed Domain
Paper
•
2505.08550
•
Published
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with
Enhanced In-Context Learning
Paper
•
2505.23719
•
Published
•
3
Financial Time Series Forecasting using CNN and Transformer
Paper
•
2304.04912
•
Published
•
1
Advancing Exchange Rate Forecasting: Leveraging Machine Learning and AI
for Enhanced Accuracy in Global Financial Markets
Paper
•
2506.09851
•
Published
•
1
Effective Probabilistic Time Series Forecasting with Fourier Adaptive
Noise-Separated Diffusion
Paper
•
2505.11306
•
Published
•
2
Accurate Stock Price Forecasting Using Robust and Optimized Deep
Learning Models
Paper
•
2103.15096
•
Published
DGCformer: Deep Graph Clustering Transformer for Multivariate Time
Series Forecasting
Paper
•
2405.08440
•
Published
Volatility Modeling of Stocks from Selected Sectors of the Indian
Economy Using GARCH
Paper
•
2105.13898
•
Published
Dynamic Gaussian Mixture based Deep Generative Model For Robust
Forecasting on Sparse Multivariate Time Series
Paper
•
2103.02164
•
Published
A Survey on Graph Neural Networks for Time Series: Forecasting,
Classification, Imputation, and Anomaly Detection
Paper
•
2307.03759
•
Published
•
1
Time Series Forecasting Using a Hybrid Deep Learning Method: A Bi-LSTM
Embedding Denoising Auto Encoder Transformer
Paper
•
2509.17165
•
Published