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GARATTI, SIMONE
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1

Non-convex scenario optimization:

Garatti, Simone ; Campi, Marco C.
Mathematical Programming.  , 2024
Link: https://doi.org/10.1007/..
 
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2

Scenario Optimization with Constraint Relaxation in a Non-C..:

, In: 2023 62nd IEEE Conference on Decision and Control (CDC),
Garatti, Simone ; Campi, Marco C. - p. 26-31 , 2023
Link: https://doi.org/10.1109/..
 
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3

Deep Learning for a Comprehensive Transformer Fault Detecti..:

, In: Lecture Notes in Electrical Engineering; Sensors and Microsystems,
Rucconi, Valerio ; De Maria, Letizia ; Bartalesi, Daniele... - p. 174-179 , 2023
Link: https://doi.org/10.1007/..
 
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4

Complexity Is an Effective Observable to Tune Early Stoppin..:

Garatti, Simone ; Care, Algo ; Campi, Marco Claudio
IEEE Transactions on Automatic Control.  68 (2023)  2 - p. 928-942 , 2023
Link: https://doi.org/10.1109/..
 
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5

On Conditional Risk Assessments in Scenario Optimization:

Garatti, Simone ; Campi, Marco C.
SIAM Journal on Optimization.  33 (2023)  2 - p. 455-480 , 2023
Link: https://doi.org/10.1137/..
 
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6

On the Sensitivity of Linear Resource Sharing Problems to t..:

Falsone, Alessandro ; Margellos, Kostas ; Zizzo, Jacopo..
IEEE Transactions on Automatic Control.  68 (2023)  1 - p. 272-284 , 2023
Link: https://doi.org/10.1109/..
 
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7

Compression at the service of learning: a case study for th..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Garatti, Simone ; Campi, Marco C. - p. 2135-2140 , 2022
Link: https://doi.org/10.1109/..
 
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8

A scenario solution to state-feedback controller design for..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Salizzoni, Giulio ; Falsone, Alessandro ; Prandini, Maria. - p. 7290-7295 , 2022
Link: https://doi.org/10.1109/..
 
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9

No-Load Transformers: Vibration Spectra Analysis by Deep Le..:

, In: Lecture Notes in Electrical Engineering; Sensors and Microsystems,
Rucconi, Valerio ; De Maria, Letizia ; Bartalesi, Daniele... - p. 251-257 , 2022
Link: https://doi.org/10.1007/..
 
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10

Scenario-Based Economic Dispatch With Tunable Risk Levels i..:

, In: 2020 IEEE Power & Energy Society General Meeting (PESGM),
Modarresi, M. Sadegh ; Xie, Le ; Campi, Marco C.... - p. 1-1 , 2020
Link: https://doi.org/10.1109/..
 
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11

Scenario optimization with relaxation: a new tool for desig..:

, In: 2020 59th IEEE Conference on Decision and Control (CDC),
Campi, Marco C. ; Garatti, Simone - p. 2463-2468 , 2020
Link: https://doi.org/10.1109/..
 
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12

Distributed optimization for structured programs and its ap..:

Belluschi, Fabio ; Falsone, Alessandro ; Ioli, Daniele...
Journal of Process Control.  89 (2020)  - p. 11-21 , 2020
Link: https://doi.org/10.1016/..
 
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13

A randomized relaxation method to ensure feasibility in sto..:

Deori, Luca ; Garatti, Simone ; Prandini, Maria
Automatica.  115 (2020)  - p. 108854 , 2020
Link: https://doi.org/10.1016/..
 
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14

Optimal disturbance compensation for constrained linear sys..:

Falsone, Alessandro ; Deori, Luca ; Ioli, Daniele..
Automatica.  110 (2019)  - p. 108537 , 2019
Link: https://doi.org/10.1016/..
 
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15

Learning for Control: a Bayesian Scenario Approach:

, In: 2019 IEEE 58th Conference on Decision and Control (CDC),
Garatti, Simone ; Campi, Marco C. - p. 1772-1777 , 2019
Link: https://doi.org/10.1109/..
 
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