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ORCIDTomaso Aste
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- affiliation: University College London, Department of Computer Science
- affiliation: Australian National University, Canberra, Department of Applied Mathematics
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2020 – today
- 2024
[c9]Yufei Gu, Xiaoqing Zheng, Tomaso Aste:
Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space. ICLR 2024- [i34]Geoffrey Goodell, Hazem Danny Al-Nakib, Tomaso Aste:
Retail Central Bank Digital Currency: Motivations, Opportunities, and Mistakes. CoRR abs/2403.07070 (2024) - [i33]Antonio Briola, Silvia Bartolucci, Tomaso Aste:
Deep Limit Order Book Forecasting. CoRR abs/2403.09267 (2024) - [i32]Antonio Briola, Silvia Bartolucci, Tomaso Aste:
HLOB - Information Persistence and Structure in Limit Order Books. CoRR abs/2405.18938 (2024) - 2023
- [j22]Yuanrong Wang
, Tomaso Aste:
Dynamic portfolio optimization with inverse covariance clustering. Expert Syst. Appl. 213(Part): 118739 (2023) - [c8]Yuanrong Wang, Antonio Briola, Tomaso Aste:
Topological Portfolio Selection and Optimization. ICAIF 2023: 681-688 - [c7]Yuanrong Wang, Antonio Briola, Tomaso Aste:
Homological Neural Networks: A Sparse Architecture for Multivariate Complexity. TAG-ML 2023: 228-241 - [c6]Antonio Briola, Tomaso Aste:
Topological Feature Selection. TAG-ML 2023: 534-556 - [c5]Danial Saef, Yuanrong Wang, Tomaso Aste:
Regime-based Implied Stochastic Volatility Model for Crypto Option Pricing. WWW (Companion Volume) 2023: 1103-1110 - [i31]Antonio Briola, Tomaso Aste:
Topological Feature Selection: A Graph-Based Filter Feature Selection Approach. CoRR abs/2302.09543 (2023) - [i30]Yuanrong Wang, Antonio Briola, Tomaso Aste:
Homological Neural Networks: A Sparse Architecture for Multivariate Complexity. CoRR abs/2306.15337 (2023) - [i29]Antonio Briola, Yuanrong Wang, Silvia Bartolucci, Tomaso Aste:
Homological Convolutional Neural Networks. CoRR abs/2308.13816 (2023) - [i28]Yufei Gu, Xiaoqing Zheng, Tomaso Aste:
Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space. CoRR abs/2310.13572 (2023) - 2022
- [j21]Jeremy D. Turiel, Tomaso Aste:
Heterogeneous Criticality in High Frequency Finance: A Phase Transition in Flash Crashes. Entropy 24(2): 257 (2022) - [j20]Jeremy D. Turiel, Paolo Barucca, Tomaso Aste:
Simplicial Persistence of Financial Markets: Filtering, Generative Processes and Structural Risk. Entropy 24(10): 1482 (2022) - [j19]Antonio Briola, Tomaso Aste:
Dependency Structures in Cryptocurrency Market from High to Low Frequency. Entropy 24(11): 1548 (2022) - [j18]Tomaso Aste:
Topological regularization with information filtering networks. Inf. Sci. 608: 655-669 (2022) - [c4]Yuanrong Wang, Tomaso Aste:
Network Filtering of Spatial-temporal GNN for Multivariate Time-series Prediction. ICAIF 2022: 463-470 - [i27]Yuanrong Wang, Tomaso Aste:
Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series. CoRR abs/2203.03991 (2022) - [i26]Antonio Briola, David Vidal-Tomás, Yuanrong Wang, Tomaso Aste:
Anatomy of a Stablecoin's failure: the Terra-Luna case. CoRR abs/2207.13914 (2022) - [i25]Danial Saef, Yuanrong Wang, Tomaso Aste:
Regime-based Implied Stochastic Volatility Model for Crypto Option Pricing. CoRR abs/2208.12614 (2022) - 2021
- [j17]Roberta Scaramozzino, Paola Cerchiello, Tomaso Aste:
Information Theoretic Causality Detection between Financial and Sentiment Data. Entropy 23(5): 621 (2021) - [i24]Antonio Briola, Jeremy D. Turiel, Riccardo Marcaccioli, Tomaso Aste:
Deep Reinforcement Learning for Active High Frequency Trading. CoRR abs/2101.07107 (2021) - 2020
- [j16]Giancarlo Nicola, Paola Cerchiello, Tomaso Aste:
Information Network Modeling for U.S. Banking Systemic Risk. Entropy 22(11): 1331 (2020) - [j15]Andrew Burnie, Emine Yilmaz, Tomaso Aste:
Analysing Social Media Forums to Discover Potential Causes of Phasic Shifts in Cryptocurrency Price Series. Frontiers Blockchain 3: 1 (2020) - [j14]Yo-Der Song, Tomaso Aste:
The Cost of Bitcoin Mining Has Never Really Increased. Frontiers Blockchain 3: 565497 (2020) - [j13]Daniel Gozman, Jonathan Liebenau, Tomaso Aste:
A Case Study of Using Blockchain Technology in Regulatory Technology. MIS Q. Executive 19(1): 4 (2020) - [i23]Jeremy D. Turiel, Tomaso Aste:
Wisdom of the crowds in forecasting COVID-19 spreading severity. CoRR abs/2004.04125 (2020) - [i22]Yo-Der Song, Tomaso Aste:
The cost of Bitcoin mining has never really increased. CoRR abs/2004.04605 (2020) - [i21]Tomaso Aste:
Topological regularization with information filtering networks. CoRR abs/2005.04692 (2020) - [i20]Antonio Briola, Jeremy D. Turiel, Tomaso Aste:
Deep Learning modeling of Limit Order Book: a comparative perspective. CoRR abs/2007.07319 (2020)
2010 – 2019
- 2019
- [j12]Weihua Li, Tomaso Aste, Fabio Caccioli, Giacomo Livan:
Reciprocity and impact in academic careers. EPJ Data Sci. 8(1): 20:1-20:15 (2019) - [j11]Geoff Goodell, Tomaso Aste:
Can Cryptocurrencies Preserve Privacy and Comply With Regulations? Frontiers Blockchain 2: 4 (2019) - [j10]Geoff Goodell, Tomaso Aste:
A Decentralized Digital Identity Architecture. Frontiers Blockchain 2: 17 (2019) - [c3]Jeremy D. Turiel, Tomaso Aste:
Sector Neutral Portfolios: Long Memory Motifs Persistence in Market Structure Dynamics. COMPLEX NETWORKS (2) 2019: 573-585 - [i19]Geoff Goodell, Tomaso Aste:
A Decentralised Digital Identity Architecture. CoRR abs/1902.08769 (2019) - [i18]Guido Previde Massara, Tomaso Aste:
Learning Clique Forests. CoRR abs/1905.02266 (2019) - [i17]Weihua Li, Tomaso Aste, Fabio Caccioli, Giacomo Livan:
Achieving competitive advantage in academia through early career coauthorship with top scientists. CoRR abs/1906.04619 (2019) - 2018
- [j9]Giuseppe Pappalardo, Tiziana di Matteo, Guido Caldarelli, Tomaso Aste:
Blockchain inefficiency in the Bitcoin peers network. EPJ Data Sci. 7(1): 30 (2018) - [i16]Pier Francesco Procacci, Tomaso Aste:
Forecasting market states. CoRR abs/1807.05836 (2018) - [i15]Weihua Li, Tomaso Aste, Fabio Caccioli, Giacomo Livan:
Reciprocity and success in academic careers. CoRR abs/1808.03781 (2018) - [i14]Geoff Goodell, Tomaso Aste:
Can Cryptocurrencies Preserve Privacy and Comply with Regulations? CoRR abs/1811.12240 (2018) - 2017
- [j8]Tomaso Aste, Tiziana di Matteo:
Sparse Causality Network Retrieval from Short Time Series. Complex. 2017: 4518429:1-4518429:13 (2017) - [j7]Nicolò Musmeci, Vincenzo Nicosia, Tomaso Aste, Tiziana di Matteo, Vito Latora:
The Multiplex Dependency Structure of Financial Markets. Complex. 2017: 9586064:1-9586064:13 (2017) - [j6]Guido Previde Massara, Tiziana di Matteo, Tomaso Aste:
Network Filtering for Big Data: Triangulated Maximally Filtered Graph. J. Complex Networks 5(2): 161-178 (2017) - [j5]Tomaso Aste, Paolo Tasca, Tiziana di Matteo:
Blockchain Technologies: The Foreseeable Impact on Society and Industry. Computer 50(9): 18-28 (2017) - [i13]Giuseppe Pappalardo, Tiziana di Matteo, Guido Caldarelli, Tomaso Aste:
Blockchain Inefficiency in the Bitcoin Peers Network. CoRR abs/1704.01414 (2017) - [i12]Noemi Nava, Tiziana di Matteo, Tomaso Aste:
Dynamic correlations at different time-scales with Empirical Mode Decomposition. CoRR abs/1708.06586 (2017) - 2016
- [i11]Thársis T. P. Souza, Tomaso Aste:
A nonlinear impact: evidences of causal effects of social media on market prices. CoRR abs/1601.04535 (2016) - [i10]Wolfram Barfuss, Guido Previde Massara, Tiziana di Matteo, Tomaso Aste:
Parsimonious modeling with Information Filtering Networks. CoRR abs/1602.07349 (2016) - [i9]Giacomo Livan, Fabio Caccioli, Tomaso Aste:
Reciprocity-induced bias in digital reputation. CoRR abs/1606.02597 (2016) - [i8]Nicolò Musmeci, Vincenzo Nicosia, Tomaso Aste, Tiziana di Matteo, Vito Latora:
The multiplex dependency structure of financial markets. CoRR abs/1606.04872 (2016) - 2015
- [i7]Guido Previde Massara, Tiziana di Matteo, Tomaso Aste:
Network Filtering for Big Data: Triangulated Maximally Filtered Graph. CoRR abs/1505.02445 (2015) - [i6]Thársis Tuani Pinto Souza, Olga Kolchyna, Philip C. Treleaven, Tomaso Aste:
Twitter Sentiment Analysis Applied to Finance: A Case Study in the Retail Industry. CoRR abs/1507.00784 (2015) - [i5]Olga Kolchyna, Thársis T. P. Souza, Philip C. Treleaven, Tomaso Aste:
Twitter Sentiment Analysis. CoRR abs/1507.00955 (2015) - [i4]Olga Kolchyna, Thársis T. P. Souza, Tomaso Aste, Philip C. Treleaven:
In Quest of Significance: Identifying Types of Twitter Sentiment Events that Predict Spikes in Sales. CoRR abs/1508.03981 (2015) - 2014
- [j4]Anna Zaremba, Tomaso Aste:
Measures of Causality in Complex Datasets with Application to Financial Data. Entropy 16(4): 2309-2349 (2014) - [i3]Nicolò Musmeci, Tomaso Aste, Tiziana di Matteo:
Clustering and hierarchy of financial markets data: advantages of the DBHT. CoRR abs/1406.0496 (2014) - 2013
- [i2]Ruggero Gramatica, Tiziana di Matteo, Stefano Giorgetti, Massimo Barbiani, Dorian Bevec, Tomaso Aste:
Graph theory enables drug repurposing. How a mathematical model can drive the discovery of hidden Mechanisms of Action. CoRR abs/1306.0924 (2013) - 2011
- [j3]Won-Min Song, Tiziana di Matteo, Tomaso Aste:
Nested hierarchies in planar graphs. Discret. Appl. Math. 159(17): 2135-2146 (2011) - [i1]Won-Min Song, Tiziana di Matteo, Tomaso Aste:
Hierarchical information clustering by means of topologically embedded graphs. CoRR abs/1110.4477 (2011)
2000 – 2009
- 2008
- [j2]Francesco Pozzi, Tiziana di Matteo, Tomaso Aste:
Centrality and Peripherality in Filtered Graphs from Dynamical Financial Correlations. Adv. Complex Syst. 11(6): 927-950 (2008)
1990 – 1999
- 1998
- [c2]Helgo M. Ohlenbusch, Nicolas Rivier, Tomaso Aste, Benoit Dubertret:
Random networks in two dimensions. Simulations and correlations. Discrete Mathematical Chemistry 1998: 279-292 - 1997
- [j1]Tomaso Aste, Nicolas Rivier:
Topological Maps and Models of Shapes. Int. J. Shape Model. 3(1-2): 1-16 (1997) - [c1]Tomaso Aste, Nicolas Rivier:
Topological modelling of disordered cellular structures. Shape Modeling International 1997: 2-9
Coauthor Index
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last updated on 2024-10-07 21:15 CEST by the dblp team
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