Zobrazeno 1 - 10
of 4 020
pro vyhledávání: '"Collina, A."'
We present an efficient reduction that converts any machine learning algorithm into an interactive protocol, enabling collaboration with another party (e.g., a human) to achieve consensus on predictions and improve accuracy. This approach imposes cal
Externí odkaz:
http://arxiv.org/abs/2411.19791
We study games in which a leader makes a single commitment, and then multiple followers (each with a different utility function) respond. In particular, we study ambiguous commitment strategies in these games, in which the leader may commit to a set
Externí odkaz:
http://arxiv.org/abs/2409.05608
There has been substantial recent concern that pricing algorithms might learn to ``collude.'' Supra-competitive prices can emerge as a Nash equilibrium of repeated pricing games, in which sellers play strategies which threaten to punish their competi
Externí odkaz:
http://arxiv.org/abs/2409.03956
Autor:
Su, Buxin, Zhang, Jiayao, Collina, Natalie, Yan, Yuling, Li, Didong, Cho, Kyunghyun, Fan, Jianqing, Roth, Aaron, Su, Weijie J.
We conducted an experiment during the review process of the 2023 International Conference on Machine Learning (ICML) that requested authors with multiple submissions to rank their own papers based on perceived quality. We received 1,342 rankings, eac
Externí odkaz:
http://arxiv.org/abs/2408.13430
We study a repeated contracting setting in which a Principal adaptively chooses amongst $k$ Agents at each of $T$ rounds. The Agents are non-myopic, and so a mechanism for the Principal induces a $T$-round extensive form game amongst the Agents. We g
Externí odkaz:
http://arxiv.org/abs/2402.17108
Blasiok et al. [2023] proposed distance to calibration as a natural measure of calibration error that unlike expected calibration error (ECE) is continuous. Recently, Qiao and Zheng [2024] gave a non-constructive argument establishing the existence o
Externí odkaz:
http://arxiv.org/abs/2402.11410
We study the problem of characterizing optimal learning algorithms for playing repeated games against an adversary with unknown payoffs. In this problem, the first player (called the learner) commits to a learning algorithm against a second player (c
Externí odkaz:
http://arxiv.org/abs/2402.09549
We study a repeated Principal Agent problem between a long lived Principal and Agent pair in a prior free setting. In our setting, the sequence of realized states of nature may be adversarially chosen, the Agent is non-myopic, and the Principal aims
Externí odkaz:
http://arxiv.org/abs/2311.07754
Autor:
Emanuele Bruni, Giovanni Luca Scaglione, Denise Tampone, Alessia Primerano, Barbara Bartolini, Carlo Alessio Tenoglio, Cristiana Di Campli, Maria Chiara Collina, Teresa Odorisio, Cristina Maria Failla
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Skin microbiota plays an essential role in the development and function of the cutaneous immune system, in the maintenance of the skin barrier through the release of antimicrobial peptides, and in the metabolism of some natural products. Wit
Externí odkaz:
https://doaj.org/article/1a09cd84c1c44b68ab79bdd3d4561ec0
Autor:
Irene Gado, Martina Garbagnoli, Francesca Alessandra Ambrosio, Roberta Listro, Michela Parafioriti, Silvia Cauteruccio, Daniela Rossi, Pasquale Linciano, Giosuè Costa, Stefano Alcaro, Francesca Vasile, Simona Collina
Publikováno v:
ACS Omega, Vol 9, Iss 45, Pp 45147-45158 (2024)
Externí odkaz:
https://doaj.org/article/bc505a66fab14defa8d09760b5f50c60