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Massimiliano Pontil

university college london

62H-index
310Paper Count
2.1WCitation Count
Published Papers 23
Publication Date
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Schedule-Robust Continual Learning
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-10-03
err0
errOAAI
errRuohan Wang; Marco Ciccone; Massimiliano Pontil; Carlo Ciliberto
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Fast and Fourier features for transfer learning of interatomic potentials
errnpj Computational Materials
IF11.9
err2025-09-25
err0
errOAAI
errPietro Novelli; Giacomo Meanti; Pedro J. Buigues; Lorenzo Rosasco; Michele Parrinello; Massimiliano Pontil; Luigi Bonati
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Slow dynamical modes from static averages
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2025-03-28
err0
PREAI
errDevergne, Timothee; Kostic, Vladimir; Pontil, Massimiliano; Parrinello, Michele
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errSave
Morphological symmetries in robotics
errINTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
IF5
err2025-01-10
err0
PREAI
errDaniel Ordoñez Apraez; Giulio Turrisi; Vladimir Kostic; Mario Martin; Antonio Agudo; Francesc Moreno-Noguer; Massimiliano Pontil; Claudio Semini; Carlos Mastalli
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errSave
Multi-Rater Consensus Learning for Modeling Multiple Sparse Ratings of Affective Behaviour
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2024-07-01
err0
errOAAI
errRomeo, Luca; Olugbade, Temitayo; Pontil, Massimiliano; Bianchi-Berthouze, Nadia
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Characterizing Metastable States with the Help of Machine Learning
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2022-08-03
err15
errOAAI
errNovelli, Pietro; Bonati, Luigi; Pontil, Massimiliano; Parrinello, Michele
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A meta-learning BCI for estimating decision confidence
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2022-07-11
err5
errOAAI
errTremmel, Christoph; Fernandez-Vargas, Jacobo; Stamos, Dimitris; Cinel, Caterina; Pontil, Massimiliano; Citi, Luca; Poli, Riccardo
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Multiple Instance Learning for Emotion Recognition Using Physiological Signals
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2022-01-01
err25
errOAAI
errRomeo, Luca; Cavallo, Andrea; Pepa, Lucia; Bianchi-Berthouze, Nadia; Pontil, Massimiliano
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Identifying the signature of prospective motor control in children with autism
errSCIENTIFIC REPORTS
IF3.9
err2021-02-04
err24
errOAAI
errCavallo, Andrea; Romeo, Luca; Ansuini, Caterina; Battaglia, Francesca; Nobili, Lino; Pontil, Massimiliano; Panzeri, Stefano; Becchio, Cristina
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Randomized learning and generalization of fair and private classifiers: From PAC-Bayes to stability and differential privacy
errNEUROCOMPUTING
IF6.5
err2020-11-01
err11
errOAAI
errOneto, Luca; Donini, Michele; Pontil, Massimiliano; Shawe-Taylor, John
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errSave
Machine Learning for Cultural Heritage: A Survey
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-05-01
err163
errOAAI
errFiorucci, Marco; Khoroshiltseva, Marina; Pontil, Massimiliano; Traviglia, Arianna; Del Bue, Alessio; James, Stuart
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errSave
Prospective motor control obeys to idiosyncratic strategies in autism
errSCIENTIFIC REPORTS
IF3.9
err2018-09-12
err16
errOAAI
errCavallo, Andrea; Romeo, Luca; Ansuini, Caterina; Podda, Jessica; Battaglia, Francesca; Veneselli, Edvige; Pontil, Massimiliano; Becchio, Cristina
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errSave
Learning local metrics from pairwise similarity data
errPATTERN RECOGNITION
IF7.6
err2018-03-01
err5
PREAI
errBohne, Julien; Ying, Yiming; Gentric, Stephane; Pontil, Massimiliano
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errSave
Sparsity Is Better with Stability: Combining Accuracy and Stability for Model Selection in Brain Decoding
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2017-02-17
err31
errOAAI
errBaldassarre, Luca; Pontil, Massimiliano; Mourao-Miranda, Janaina
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errSave
ORACLE INEQUALITIES AND OPTIMAL INFERENCE UNDER GROUP SPARSITY
errANNALS OF STATISTICS
IF3.7
err2011-08-01
err250
errOAAI
errLounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B.
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errSave
Convex multi-task feature learning
errMACHINE LEARNING
IF2.9
err2008-01-09
err1.1K
errOAAI
errArgyriou, Andreas; Evgeniou, Theodoros; Pontil, Massimiliano
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errSave
A convex optimization approach to modeling consumer heterogeneity in conjoint estimation
errthe academy of marketing science
IF4.9
err2007-11-01
err82
errOAAI
errEvgeniou, Theodoros; Pontil, Massimiliano; Toubia, Olivier
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errSave
Feature space perspectives for learning the kernel
errMACHINE LEARNING
IF2.9
err2007-01-09
err31
errOAAI
errMicchelli, Charles A.; Pontil, Massimiliano
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errSave
Wide coverage natural language processing using kernel methods and neural networks for structured data
errPATTERN RECOGNITION LETTERS
IF3.3
err2005-09-01
err11
PREAI
errMenchetti, S; Costa, F; Frasconi, P; Pontil, M
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errSave
Leave one out error, stability, and generalization of voting combinations of classifiers
errMACHINE LEARNING
IF2.9
err2004-04-01
err94
errOAAI
errEvgeniou, T; Pontil, M
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Michele Parrinello
H-index: 155 · Papers: 924
T
Tomaso Poggio
H-index: 130 · Papers: 742
J
John Shawe‐Taylor
H-index: 75 · Papers: 649
L
Lino Nobili
H-index: 75 · Papers: 472
S
Stefano Panzeri
H-index: 73 · Papers: 442
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