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Fanuel, Michael
122  Ergebnisse:
Personensuche X
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1

On sampling determinantal and Pfaffian point processes on a..:

Bardenet, Rémi ; Fanuel, Michaël ; Feller, Alexandre
Journal of Physics A: Mathematical and Theoretical.  57 (2024)  5 - p. 055202 , 2024
Link: https://doi.org/10.1088/..
 
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2

Smoothing Complex-Valued Signals on Graphs with Monte-Carlo:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Jaquard, Hugo ; Fanuel, Michael ; Amblard, Pierre-Olivier... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

Positive Semi-definite Embedding for Dimensionality Reducti..:

Fanuel, Michaël ; Aspeel, Antoine ; Delvenne, Jean-Charles.
SIAM Journal on Mathematics of Data Science.  4 (2022)  1 - p. 153-178 , 2022
Link: https://doi.org/10.1137/..
 
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4

Nyström landmark sampling and regularized Christoffel funct..:

Fanuel, Michaël ; Schreurs, Joachim ; Suykens, Johan A. K.
Machine Learning.  111 (2022)  6 - p. 2213-2254 , 2022
Link: https://doi.org/10.1007/..
 
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5

Determinantal Point Processes Implicitly Regularize Semipar..:

Fanuel, Michaël ; Schreurs, Joachim ; Suykens, Johan A. K.
SIAM Journal on Mathematics of Data Science.  4 (2022)  3 - p. 1171-1190 , 2022
Link: https://doi.org/10.1137/..
 
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6

Disentangled Representation Learning and Generation With Ma..:

Pandey, Arun ; Fanuel, Michaël ; Schreurs, Joachim.
Neural Computation.  34 (2022)  10 - p. 2009-2036 , 2022
Link: https://doi.org/10.1162/..
 
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7

Leverage Score Sampling for Complete Mode Coverage in Gener..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Schreurs, Joachim ; De Meulemeester, Hannes ; Fanuel, Michaël.. - p. 466-480 , 2022
Link: https://doi.org/10.1007/..
 
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8

Denoising modulo samples: k-NN regression and tightness of ..:

Fanuel, Michaël ; Tyagi, Hemant
Information and Inference: A Journal of the IMA.  11 (2021)  2 - p. 637-677 , 2021
Link: https://doi.org/10.1093/..
 
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9

Recovering Hölder smooth functions from noisy modulo sample:

, In: 2021 55th Asilomar Conference on Signals, Systems, and Computers,
Fanuel, Michael ; Tyagi, Hemant - p. 857-861 , 2021
Link: https://doi.org/10.1109/..
 
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10

Diversity Sampling is an Implicit Regularization for Kernel..:

Fanuel, Michael ; Schreurs, Joachim ; Suykens, Johan
SIAM Journal on Mathematics of Data Science.  3 (2021)  1 - p. 280-297 , 2021
Link: https://doi.org/10.1137/..
 
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11

The Bures Metric for Generative Adversarial Networks:

, In: Machine Learning and Knowledge Discovery in Databases. Research Track; Lecture Notes in Computer Science,
De Meulemeester, Hannes ; Schreurs, Joachim ; Fanuel, Michaël.. - p. 52-66 , 2021
Link: https://doi.org/10.1007/..
 
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12

Wasserstein Exponential Kernels:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Plaen, Henri De ; Fanuel, Michael ; Suykens, Johan A. K. - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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13

Magnetic Eigenmaps for the visualization of directed networ..:

Fanuel, Michaël ; Alaíz, Carlos M. ; Fernández, Ángela.
Applied and Computational Harmonic Analysis.  44 (2018)  1 - p. 189-199 , 2018
Link: https://doi.org/10.1016/..
 
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14

Robust classification of graph-based data:

Alaíz, Carlos M. ; Fanuel, Michaël ; Suykens, Johan A. K.
Data Mining and Knowledge Discovery.  33 (2018)  1 - p. 230-251 , 2018
Link: https://doi.org/10.1007/..
 
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15

Magnetic eigenmaps for community detection in directed netw..:

Fanuel, Michaël ; Alaíz, Carlos M. ; Suykens, Johan A. K.
Physical Review E.  95 (2017)  2 - p. , 2017
Link: https://doi.org/10.1103/..
 
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