Concept
Théorème de Bayes
Publications associées (39)
On the Fusion Strategies for Federated Decision Making
Ali H. Sayed, Emre Telatar, Mert Kayaalp, Yunus Inan
We consider the problem of information aggregation in federated decision making, where a group of agents collaborate to infer the underlying state of nature without sharing their private data with the central processor or each other. We analyze the non-Bay ...
2023Probabilistic fatigue model for composites based on the statistical characteristics of the cycles to failure
Anastasios Vassilopoulos, Guangjian Xiang
A probabilistic model for estimating the fatigue life of composite laminates based on the mean value and standard deviation of the fatigue life is introduced here for predicting the distribution of fatigue life at any stress level for a constant stress rat ...
ELSEVIER SCI LTD2022Efficient learning of smooth probability functions from Bernoulli tests with guarantees.
Volkan Cevher, Paul Thierry Yves Rolland, Ali Kavis
We study the fundamental problem of learning an unknown, smooth probability function via pointwise Bernoulli tests. We provide a scalable algorithm for efficiently solving this problem with rigorous guarantees. In particular, we prove the convergence rate ...
2019F-BLEAU: Fast Black-box Leakage Estimation
We consider the problem of measuring how much a system reveals about its secret inputs. We work in the black-box setting: we assume no prior knowledge of the system's internals, and we run the system for choices of secrets and measure its leakage from the ...
IEEE2019A guideline for the validation of likelihood ratio methods used for forensic evidence evaluation
This Guideline proposes a protocol for the validation of forensic evaluation methods at the source level, using the Likelihood Ratio framework as defined within the Bayes' inference model. In the context of the inference of identity of source, the Likeliho ...
Elsevier Ireland Ltd2017Bayesian association scan reveals loci associated with human lifespan and linked biomarkers
Johan Auwerx, Bart Deplancke, Murielle Bochud, Hao Li, Vincenzo Sorrentino, Maria Litovchenko, Roel Paulus Josephus Bevers, Sina Rüeger, Andrea Komljenovic
The enormous variation in human lifespan is in part due to a myriad of sequence variants, only a few of which have been revealed to date. Since many life-shortening events are related to diseases, we developed a Mendelian randomization-based method combini ...
Nature Publishing Group2017Comparative Study on Sentence Boundary Prediction for German and English Broadcast News
Philip Neil Garner, David Imseng, Yang Wang
We present a comparative study on sentence boundary prediction for German and English broadcast news that explores generalization across different languages. In the feature extraction stage, word pause duration is firstly extracted from word aligned speech ...
Idiap2017Dynamic Valuation of Delinquent Credit-Card Accounts
This paper introduces a dynamic model of the stochastic repayment behavior exhibited by delinquent credit-card accounts. Based on this model, we construct a dynamic collectability score (DCS) which estimates the account-specific probability of collecting a ...
Management Science2015