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Giovanni Paolini
Giovanni Paolini
Senior Applied Scientist, Amazon Web Services and Caltech
Verified email at caltech.edu - Homepage
Title
Cited by
Cited by
Year
Structured Prediction as Translation between Augmented Natural Languages
G Paolini, B Athiwaratkun, J Krone, J Ma, A Achille, R Anubhai, ...
International Conference on Learning Representations, 2021
912021
Where is the information in a deep neural network?
A Achille, G Paolini, S Soatto
arXiv preprint arXiv:1905.12213, 2019
492019
The information complexity of learning tasks, their structure and their distance
A Achille, G Paolini, G Mbeng, S Soatto
Information and Inference: A Journal of the IMA 10 (1), 51-72, 2021
362021
Proof of the conjecture for affine Artin groups
G Paolini, M Salvetti
Inventiones mathematicae 224 (2), 487-572, 2021
312021
Shellability of posets of labeled partitions and arrangements defined by root systems
E Delucchi, N Girard, G Paolini
Electronic Journal of Combinatorics 26 (4), 2019
132019
Weighted sheaves and homology of Artin groups
G Paolini, M Salvetti
Algebraic & Geometric Topology 18 (7), 3943-4000, 2018
122018
Estimating informativeness of samples with Smooth Unique Information
H Harutyunyan, A Achille, G Paolini, O Majumder, A Ravichandran, ...
International Conference on Learning Representations, 2021
112021
Representations of torsion-free arithmetic matroids
R Pagaria, G Paolini
European Journal of Combinatorics 93, 103272, 2021
82021
Euclidean matchings and minimality of hyperplane arrangements
D Lofano, G Paolini
Discrete Mathematics 344 (3), 112232, 2021
72021
On the classifying space of Artin monoids
G Paolini
Communications in Algebra 45 (11), 4740-4757, 2017
62017
DIVA: Dataset Derivative of a Learning Task
Y Dukler, A Achille, G Paolini, A Ravichandran, M Polito, S Soatto
arXiv preprint arXiv:2111.09785, 2021
32021
An algorithm for canonical forms of finite subsets of up to affinities
G Paolini
Discrete & Computational Geometry 58 (2), 293-312, 2017
32017
Factoring isometries of quadratic spaces into reflections
J McCammond, G Paolini
Journal of Algebra 605, 226-252, 2022
22022
The dual approach to the conjecture
G Paolini
arXiv preprint arXiv:2112.05255, 2021
22021
Shellability of generalized Dowling posets
G Paolini
Journal of Combinatorial Theory, Series A 171, 105159, 2020
22020
On the local homology of Artin groups of finite and affine type
G Paolini
Algebraic & Geometric Topology 19 (7), 3615-3639, 2019
22019
Dual structures on Coxeter and Artin groups of rank three
E Delucchi, G Paolini, M Salvetti
arXiv preprint arXiv:2206.14518, 2022
12022
STRIC: Stacked residuals of interpretable components for time series anomaly detection
L Zancato, A Achille, G Paolini, A Chiuso, S Soatto
12022
Impossibility results on stability of phylogenetic consensus methods
E Delucchi, L Hoessly, G Paolini
Systematic Biology 69 (3), 557-565, 2020
12020
Topology and combinatorics of affine reflection arrangements
G Paolini
Ph.D. Thesis, Scuola Normale Superiore, 2019
12019
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