Massimo Franceschetti
8 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Cross-Pollinator
(6)
π
Renaissance Researcher
(7)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
L4DC (3)
AISTATS (2)
IJCAI (2)
AAAI (1)
Top co-authors
Research topics
Keywords
multi-armed bandit
(3)
regret bound
(3)
poisoning attack
(2)
online learning
(2)
episodic learning
(1)
data poisoning
(1)
bayesian learning
(1)
data verification
(1)
network pruning
(1)
markov decision process
(1)
ucb algorithm
(1)
adversarial attack
(1)
convolutional neural network
(1)
stochastic bandit
(1)
model-free reinforcement learning
(1)
chance constraint
(1)
data contamination
(1)
knapsack problem
(1)
attack detection
(1)
switching cost
(1)
Papers
Detection of Man-in-the-Middle Attacks in Model-Free Reinforcement Learning
L4DC 2023
Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning
IJCAI 2022
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification
AAAI 2022
Learning based attacks in Cyber Physical Systems: Exploration, Detection, and Control Cost trade-offs
L4DC 2021
Associative Convolutional Layers
AISTATS 2021
Probabilistic Safety Constraints for Learned High Relative Degree System Dynamics
L4DC 2020
Unifying the Stochastic and the Adversarial Bandits with Knapsack
IJCAI 2019
Online learning with feedback graphs and switching costs
AISTATS 2019