Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Yuanrong Wang, Tomaso Aste |
Network Filtering of Spatial-temporal GNN for Multivariate Time-series Prediction. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Gaurav Oberoi, Pranav Poduval, Karamjit Singh, Sangam Verma, Pranay Gupta |
CaPE: Category Preserving Embeddings for Similarity-Search in Financial Graphs. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Yousef El-Laham, Svitlana Vyetrenko |
StyleTime: Style Transfer for Synthetic Time Series Generation. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Dimitrios Vamvourellis, Máté Tóth, Dhruv Desai, Dhagash Mehta, Stefano Pasquali |
Learning Mutual Fund Categorization using Natural Language Processing. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Marco Schreyer, Timur Sattarov, Damian Borth |
Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Ajim Uddin, Xinyuan Tao, Chia-Ching Chou, Dantong Yu |
Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Awanish Kumar, Soumyadeep Ghosh, Janu Verma |
Guided Self-Training based Semi-Supervised Learning for Fraud Detection. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Qinkai Chen, Christian-Yann Robert |
Multivariate Realized Volatility Forecasting with Graph Neural Network. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Yilie Huang, Yanwei Jia, Xun Yu Zhou |
Achieving Mean-Variance Efficiency by Continuous-Time Reinforcement Learning. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Jimin Lin, Andrea Angiuli, Nils Detering, Jean-Pierre Fouque, Mathieu Laurière |
Reinforcement Learning for Intra-and-Inter-Bank Borrowing and Lending Mean Field Control Game. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Mohsen Ghassemi, Niccolò Dalmasso, Simran Lamba, Vamsi K. Potluru, Tucker Balch, Sameena Shah, Manuela Veloso |
Online Learning for Mixture of Multivariate Hawkes Processes. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Yichen Feng, Ming Min, Jean-Pierre Fouque |
Deep Learning for Systemic Risk Measures. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Kshama Dwarakanath, Danial Dervovic, Peyman Tavallali, Svitlana Vyetrenko, Tucker Balch |
Optimal Stopping with Gaussian Processes. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Dangxing Chen, Weicheng Ye |
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Enguerrand Horel, Kay Giesecke |
Computationally Efficient Feature Significance and Importance for Predictive Models. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Yuanlu Bai, Henry Lam, Tucker Balch, Svitlana Vyetrenko |
Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Wei Zhang, Brian Barr, John Paisley |
An Interpretable Deep Classifier for Counterfactual Generation. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Yiming Peng, Vadim Linetsky |
Portfolio Selection: A Statistical Learning Approach. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Christopher Felder, Johannes Seemüller |
Intelligent Inventory Management for Cryptocurrency Brokers. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Sahar Mazloom, Antigoni Polychroniadou, Tucker Balch |
Addressing Extreme Market Responses Using Secure Aggregation. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Yue Leng, Evangelia D. Skiani, William Peak, Ewan Mackie, Fuyuan Li, Thwisha Charvi, Jennifer Law, Kieran Daly |
Customer-Category Interest Model: A Graph-Based Collaborative Filtering Model with Applications in Finance. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Ricardo Müller, Marco Schreyer, Timur Sattarov, Damian Borth |
RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Chunli Liu, Carmine Ventre, Maria Polukarov |
Synthetic Data Augmentation for Deep Reinforcement Learning in Financial Trading. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | David Byrd, Vaikkunth Mugunthan, Antigoni Polychroniadou, Tucker Balch |
Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Jerinsh Jeyapaulraj, Dhruv Desai, Dhagash Mehta, Peter Chu, Stefano Pasquali, Philip Sommer |
Supervised similarity learning for corporate bonds using Random Forest proximities. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Andrew Alden, Carmine Ventre, Blanka Horvath, Gordon Lee |
Model-Agnostic Pricing of Exotic Derivatives Using Signatures. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Shibal Ibrahim, Wenyu Chen, Yada Zhu, Pin-Yu Chen, Yang Zhang 0001, Rahul Mazumder |
Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Felix Prenzel, Rama Cont, Mihai Cucuringu, Jonathan Kochems |
Dynamic Calibration of Order Flow Models with Generative Adversarial Networks. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Pin Ni, Qiao Yuan, Raad Khraishi, Ramin Okhrati, Aldo Lipani, Francesca Medda |
Eigenvector-based Graph Neural Network Embeddings and Trust Rating Prediction in Bitcoin Networks. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Daniele Magazzeni, Senthil Kumar, Rahul Savani, Renyuan Xu, Carmine Ventre, Blanka Horvath, Ruimeng Hu, Tucker Balch, Francesca Toni (eds.) |
3rd ACM International Conference on AI in Finance, ICAIF 2022, New York, NY, USA, November 2-4, 2022 |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Andrea Coletta, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch |
Learning to simulate realistic limit order book markets from data as a World Agent. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Ziyin Liu, Kentaro Minami, Kentaro Imajo |
Theoretically Motivated Data Augmentation and Regularization for Portfolio Construction. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | David Byrd |
Learning Not to Spoof. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Gabriel Francisco Borrageiro, Nick Firoozye, Paolo Barucca |
Sequential asset ranking in nonstationary time series. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Zhou Fan, Francisco J. Marmolejo Cossío, Ben Altschuler, He Sun, Xintong Wang, David C. Parkes |
Differential Liquidity Provision in Uniswap v3 and Implications for Contract Design✱. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Wei Zhang, Brian Barr, John Paisley |
Understanding Counterfactual Generation using Maximum Mean Discrepancy. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Alexandre Boulenger, Davide Liu, George Philippe Farajalla |
Sequential Banking Products Recommendation and User Profiling in One Go. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Kevin Huynh, Gregor Lenhard |
Asymmetric Autoencoders for Factor-Based Covariance Matrix Estimation. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Tuna Tuncer, Uygar Kaya, Emre Sefer, Onur Alacam, Tugcan Hoser |
Asset Price and Direction Prediction via Deep 2D Transformer and Convolutional Neural Networks. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Dan Zhou, Ajim Uddin, Zuofeng Shang, Cheickna Sylla, Dantong Yu |
Core Matrix Regression and Prediction with Regularization. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Anubha Pandey, Alekhya Bhatraju, Shiv Markam, Deepak Bhatt |
Adversarial Fraud Generation for Improved Detection. |
ICAIF |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Ricardo Barata, Miguel Leite, Ricardo Pacheco, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro |
Active learning for imbalanced data under cold start. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Zechu Li, Xiao-Yang Liu, Jiahao Zheng, Zhaoran Wang 0001, Anwar Walid, Jian Guo |
FinRL-podracer: high performance and scalable deep reinforcement learning for quantitative finance. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Marco Schreyer, Timur Sattarov, Damian Borth |
Multi-view contrastive self-supervised learning of accounting data representations for downstream audit tasks. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Muchen Zhao, Vadim Linetsky |
High frequency automated market making algorithms with adverse selection risk control via reinforcement learning. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Edoardo Vittori, Amarildo Likmeta, Marcello Restelli |
Monte carlo tree search for trading and hedging. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Fuli Feng, Xiang Wang 0010, Xiangnan He 0001, Ritchie Ng, Tat-Seng Chua |
Time horizon-aware modeling of financial texts for stock price prediction. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Nestoras Chalkidis, Rahul Savani |
Trading via selective classification. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Hengxu Lin, Dong Zhou, Weiqing Liu, Jiang Bian 0002 |
Deep risk model: a deep learning solution for mining latent risk factors to improve covariance matrix estimation. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Yinfei Li, Jiafeng Shou, Philip C. Treleaven, Jun Wang |
Graph neural network for merger and acquisition prediction. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Andrea Coletta, Matteo Prata, Michele Conti, Emanuele Mercanti, Novella Bartolini, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch |
Towards realistic market simulations: a generative adversarial networks approach. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Leo Ardon, Nelson Vadori, Thomas Spooner, Mengda Xu, Jared Vann, Sumitra Ganesh |
Towards a fully rl-based market simulator. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Gary Ang, Ee-Peng Lim |
Learning knowledge-enriched company embeddings for investment management. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Hao Ni 0001, Lukasz Szpruch, Marc Sabate Vidales, Baoren Xiao, Magnus Wiese, Shujian Liao |
Sig-wasserstein GANs for time series generation. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Lin Li |
An automated portfolio trading system with feature preprocessing and recurrent reinforcement learning. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Katherine Mayo, Michael P. Wellman |
A strategic analysis of portfolio compression. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Oscar Fernández Vicente, Fernando Fernández Rebollo, Francisco Javier García-Polo |
Deep Q-learning market makers in a multi-agent simulated stock market. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Selim Amrouni, Aymeric Moulin, Jared Vann, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso |
ABIDES-gym: gym environments for multi-agent discrete event simulation and application to financial markets. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Christopher J. Cho, Timothy J. Norman |
Bit by bit: how to realistically simulate a crypto-exchange. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Megan Shearer, David Byrd, Tucker Hybinette Balch, Michael P. Wellman |
Stability effects of arbitrage in exchange traded funds: an agent-based model. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Yada Zhu, Wenyu Chen, Yang Zhang 0001, Tian Gao, Jianbo Li |
Probabilistic framework for modeling event shocks to financial time series. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Wei Xiong, Rama Cont |
Interactions of market making algorithms: a study on perceived collusion. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Micah Goldblum, Avi Schwarzschild, Ankit B. Patel, Tom Goldstein |
Adversarial attacks on machine learning systems for high-frequency trading. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Tiffany Tuor, Joshua Lockhart, Daniele Magazzeni |
Asynchronous collaborative learning across data silos. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Shivshankar Reddy, Pranav Poduval, Anand Vir Singh Chauhan, Maneet Singh, Sangam Verma, Karamjit Singh, Tanmoy Bhowmik |
TeGraF: temporal and graph based fraudulent transaction detection framework. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Parisa Hassanzadeh, Danial Dervovic, Samuel Assefa, Prashant Reddy, Manuela Veloso |
Tradeoffs in streaming binary classification under limited inspection resources. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Vipul Satone, Dhruv Desai, Dhagash Mehta |
Fund2Vec: mutual funds similarity using graph learning. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Eren Kurshan, Jiahao Chen 0001, Victor Storchan, Hongda Shen |
On the current and emerging challenges of developing fair and ethical AI solutions in financial services. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Qiong Wu 0008, Christopher G. Brinton, Zheng Zhang 0018, Andrea Pizzoferrato, Zhenming Liu, Mihai Cucuringu |
Equity2Vec: end-to-end deep learning framework for cross-sectional asset pricing. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Cynthia Pagliaro, Dhagash Mehta, Han-Tai Shiao, Shaofei Wang, Luwei Xiong |
Investor behavior modeling by analyzing financial advisor notes: a machine learning perspective. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Maria Eleni Athanasopoulou, Justina Deveikyte, Alan Mosca, Ilaria Peri, Alessandro Provetti |
A hybrid model for forecasting short-term electricity demand. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Kshama Dwarakanath, Svitlana S. Vyetrenko, Tucker Balch |
Profit equitably: an investigation of market maker's impact on equitable outcomes. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Mahmoud Mahfouz, Tucker Balch, Manuela Veloso, Danilo P. Mandic |
Learning to classify and imitate trading agents in continuous double auction markets. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Antonio Riva, Lorenzo Bisi, Pierre Liotet, Luca Sabbioni, Edoardo Vittori, Marco Pinciroli, Michele Trapletti, Marcello Restelli |
Learning FX trading strategies with FQI and persistent actions. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Elias Zavitsanos, Dimitris Mavroeidis, Konstantinos Bougiatiotis, Eirini Spyropoulou, Lefteris Loukas, Georgios Paliouras |
Financial misstatement detection: a realistic evaluation. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Abhinav Nadh Thirupathi, Tuka Alhanai, Mohammad M. Ghassemi |
A machine learning approach to detect early signs of startup success. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Anisoara Calinescu, Lukasz Szpruch (eds.) |
ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3 - 5, 2021 |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Xiao-Yang Liu, Hongyang Yang, Jiechao Gao, Christina Dan Wang |
FinRL: deep reinforcement learning framework to automate trading in quantitative finance. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Mao Guan, Xiao-Yang Liu |
Explainable deep reinforcement learning for portfolio management: an empirical approach. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Katherine Mayo, Shaily Fozdar, Michael P. Wellman |
An agent-based model of strategic adoption of real-time payments. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales |
The evolving causal structure of equity risk factors. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Buhong Liu, Maria Polukarov, Carmine Ventre, Lingbo Li 0001, Leslie Kanthan |
Agent-based markets: equilibrium strategies and robustness. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Erik Altman |
Synthesizing credit card transactions. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Blake Martin, Mithun Chakraborty, Sindhu Kutty |
Timing is money: the impact of arrival order in beta-bernoulli prediction markets. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Francisco Caio Lima Paiva, Leonardo Kanashiro Felizardo, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa |
Intelligent trading systems: a sentiment-aware reinforcement learning approach. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Zhen Zeng, Tucker Balch, Manuela Veloso |
Deep video prediction for time series forecasting. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Zheng Gong, Carmine Ventre, John G. O'Hara |
The efficient hedging frontier with deep neural networks. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Gilad Asharov, Tucker Balch, Antigoni Polychroniadou |
Privacy-preserving portfolio pricing. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Debasmita Das, Yatin Katyal, Ram Ganesh, Rohit Bhattacharya, Rajesh Kumar Ranjan |
AuthSHAP: authentication vulnerability detection on tabular data in black box setting. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Srijan Sood, Zhen Zeng, Naftali Cohen, Tucker Balch, Manuela Veloso |
Visual time series forecasting: an image-driven approach. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Panagiotis Kanellopoulos, Maria Kyropoulou, Hao Zhou |
Financial network games. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Fuli Feng, Xilin Rui, Wenjie Wang 0007, Yixin Cao 0002, Tat-Seng Chua |
Pre-training and evaluation of numeracy-oriented language model. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Siyi Wang, Xing Yan, Bangqi Zheng, Hu Wang, Wangli Xu, Nanbo Peng, Qi Wu 0009 |
Risk and return prediction for pricing portfolios of non-performing consumer credit. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Christoph Siebenbrunner, Michael Sigmund |
Learning regulator influence on internal risk weights. |
ICAIF |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Nelson Vadori, Sumitra Ganesh, Prashant P. Reddy, Manuela Veloso |
Risk-sensitive reinforcement learning: a martingale approach to reward uncertainty. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
1 | Youngjin Park, Deokjun Eom, Byoungki Seo, Jaesik Choi |
Improved predictive deep temporal neural networks with trend filtering. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
1 | Naftali Cohen, Simran Lamba, Prashant Reddy |
What can be learned from satisfaction assessments? |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
1 | William Watson, Bo Liu |
Financial table extraction in image documents. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
1 | Edoardo Vittori, Martino Bernasconi de Luca, Francesco Trovò, Marcello Restelli |
Dealing with transaction costs in portfolio optimization: online gradient descent with momentum. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
1 | Tucker Balch, Benjamin E. Diamond, Antigoni Polychroniadou |
SecretMatch: inventory matching from fully homomorphic encryption. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|