Recent Top Papers (60 days)

As of: 01 Dec 2022 - 30 Jan 2023
Rank Paper Downloads
1.

Machine Learning in Banking - Tips & Tricks: Session 4 - Similarities with Unsupervised learning

Université Paris Dauphine
3,775
2.

Machine Learning in Banking - Tips & Tricks: Session 5 - Interpretability with Shapley values

Université Paris Dauphine
3,774
3.

Machine Learning in Banking - Tips & Tricks: Session 3 - Classification with Logistic Regression, Decision Trees and Neural Networks

Université Paris Dauphine
3,767
4.

Machine Learning Methods in Finance: Recent Applications and Prospects

Karlsruhe Institute of Technology (KIT) and Karlsruhe Institute of Technology
549
5.

Autoencoder Market Models for Interest Rates

CompatibL
481
6.

The Blueprint for an AI Bill of Rights: In Search of Enaction, at Risk of Inaction

University of Bologna- Department of Legal Studies and University of Oxford - Oxford Internet Institute
411
7.

Media Narratives and Price Informativeness

George Washington University, Frankfurt School of Finance & Management and Frankfurt School of Finance & Management
175
8.

Which Factors Matter Most? Can Startup Valuation be Micro-Targeted?

Audencia Business School
142
9.

Detection of Burst Header Packet Flooding Attack in Optical Burst Switching Networks Using Gorilla Troops Optimizer and Extreme Learning Machine

University of Batna 2, University of Batna 2 and University of Batna 2
141
10.

Prediction-Based Limit Order Trading

University of Tübingen
116

All Time Top Papers

As of: 02 Jan 1997 - 30 Jan 2023
Rank Paper Downloads
1.

Deep Reinforcement Learning for Portfolio Allocation

Societe Generale and Université Paris Dauphine
31,839
2.

Adaptive Supervised Learning for Volatility Targeting Models (Ecml Pkdd Midas 2021 Presentation Slides)

Université Paris Dauphine, Université Paris Dauphine, Lombard Odier Investment Managers, Ecole Polytechnique Fédérale de Lausanne, Lombard Odier Investment Managers and AI For Alpha
22,659
3.

Time your hedge with Deep Reinforcement Learning (ICAPS 2020 Presentation Slides)

Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
20,966
4.

Adaptive Supervised Learning for Volatility Targeting Models

Université Paris Dauphine, Université Paris Dauphine, Lombard Odier Investment Managers, Ecole Polytechnique Fédérale de Lausanne, Lombard Odier Investment Managers and AI For Alpha
20,878
5.

Knowledge discovery with Deep RL for selecting financial hedges (AAAI 2021 KDF Presentation slides)

Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
20,073
6.

Bridging the gap between Markowitz planning and deep reinforcement learning (ICAPS PRL Presentation Slides 2020)

Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
19,490
7.

Decision Transformer: Reinforcement Learning via Sequence Modelling - Paper Review (Presentation Slides)

Université Paris Dauphine
17,212
8.

Advances in Financial Machine Learning (Chapter 1)

Cornell University - Operations Research & Industrial EngineeringAbu Dhabi Investment Authority
13,498
9.

Advances in Financial Machine Learning: Lecture 1/10 (seminar slides)

Cornell University - Operations Research & Industrial EngineeringAbu Dhabi Investment Authority
11,261
10.

Planning in Financial Markets in Presence of Spikes: Using Machine Learning GBDT

Université Paris Dauphine, AI For Alpha, Université Paris Dauphine and AI For Alpha
11,069