Miquel Noguer i Alonso

Artificial Intelligence in Finance Institute

New York

United States

SCHOLARLY PAPERS

6

DOWNLOADS
Rank 14,584

SSRN RANKINGS

Top 14,584

in Total Papers Downloads

4,877

SSRN CITATIONS

1

CROSSREF CITATIONS

0

Scholarly Papers (6)

1.

Deep Learning for Equity Time Series Prediction

Number of pages: 31 Posted: 24 Nov 2020
Miquel Noguer i Alonso, Gilberto Batres-Estrada and Aymeric Moulin
Artificial Intelligence in Finance Institute, Trell Technologies and Jp Morgan
Downloads 1,920 (12,091)

Abstract:

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Artificial Intelligence, Reinforcement Learning, Portfolio Management, Deep Learning, Neural Networks

2.

Deep Reinforcement Learning for Asset Allocation in US Equities

Number of pages: 29 Posted: 19 Oct 2020
Miquel Noguer i Alonso and Sonam Srivastava
Artificial Intelligence in Finance Institute and Wright Research
Downloads 1,568 (16,590)

Abstract:

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Artificial Intelligence, Reinforcement Learning, Portfolio Management, Deep Learning, Neural Networks

3.

The Shape of Performance Curve in Financial Time Series

Number of pages: 12 Posted: 20 Dec 2021
Miquel Noguer i Alonso and Sonam Srivastava
Artificial Intelligence in Finance Institute and Wright Research
Downloads 529 (75,012)

Abstract:

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Machine Learning, Time Series, Double Descent, Artificial Intelligence, Bias Variance Tradeoff, Overfitting, Optimization

4.

A Meta-Learning approach to Model Uncertainty in Financial Time Series

Number of pages: 27 Posted: 30 Mar 2021
Miquel Noguer i Alonso, Gilberto Batres-Estrada and Ghozlane Yahiaoui
Artificial Intelligence in Finance Institute, Trell Technologies and affiliation not provided to SSRN
Downloads 506 (79,052)

Abstract:

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Artificial Intelligence, Machine Learning, Portfolio Management, Deep Learning, Neural Networks

5.

Deep Signature models for Financial Equity Time Series prediction

Number of pages: 7 Posted: 13 May 2022
Miquel Noguer i Alonso, Himanshu Agrawal and Sonam Srivastava
Artificial Intelligence in Finance Institute, QI Cap Markets LLP and Wright Research
Downloads 354 (120,040)

Abstract:

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Deep Learning, Signatures, Deep Signatures, Machine Learning, Time Series

6.

FinEAS: Financial Embedding Analysis of Sentiment

Posted: 09 Feb 2022
Barcelona Supercomputing Center, New York University (NYU) - Courant Institute of Mathematical Sciences, Artificial Intelligence in Finance Institute and Barcelona Supercomputing Center

Abstract:

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Deep Learning, Financial Sentiment Analysis, Natural Language Processing, Sentence Embeddings, Text Classification, Transformer-Based Language Models.