From the 3 of 172 papers with an AI index.
38 citations
- California Institute of TechnologyUS59 papers
- Massachusetts Institute of TechnologyUS51 papers
- University of Maryland, College ParkUS49 papers
- Johns Hopkins UniversityUS46 papers
- Université Paris-SaclayFR46 papers
- University of California SystemUS45 papers
- Eötvös Loránd UniversityHU44 papers
- Seoul National UniversityKR44 papers
- University of FloridaUS44 papers
- National Central UniversityTW43 papers
- Peking UniversityCN43 papers
- Sapienza University of RomeIT43 papers
5 papers · 1 filter
Deep Neural Networks as Discrete Dynamical Systems: Implications for Physics-Informed Learning
Abhisek Ganguly, Santosh Ansumali, Sauro Succi
We revisit the analogy between feed-forward deep neural networks (DNNs) and discrete dynamical systems derived from neural integral equations and their corresponding partial differ…
StepShield: When, Not Whether to Intervene on Rogue Agents
Gloria Felicia, Zitha Sasindran, Jinfeng He +3
Agent safety benchmarks measure whether a monitor detects harm, not when. Yet timing is the difference between intervention and autopsy. We introduce StepShield, the first benchmar…
Achieving Sample Complexity for Bilinear Systems Identification under Bounded Noises
Hongyu Yi, Chenbei Lu, Jing Yu
This paper studies finite-sample set-membership identification for discrete-time bilinear systems under bounded symmetric log-concave disturbances. Our analysis considers trajector…
Benchmark Datasets for Lead-Lag Forecasting on Social Platforms
Kimia Kazemian, Zhenzhen Liu, Yangfanyu Yang +9
Social and collaborative platforms emit multivariate time-series traces in which early interactions -- such as views, likes, or downloads -- are followed, sometimes months or years…
KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry
Micky C Nnamdi, Wenqi Shi, Cheng Wan +4
Obstructive sleep apnea (OSA) is a sleep disorder that affects nearly one billion people globally and significantly elevates cardiovascular risk. Traditional diagnosis through poly…