Concept
Alternative hypothesis
Related publications (32)
From trees to barcodes and back again II: Combinatorial and probabilistic aspects of a topological inverse problem
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In this paper we consider two aspects of the inverse problem of how to construct merge trees realizing a given barcode. Much of our investigation exploits a recently discovered connection between the symmetric group and barcodes in general position, based ...
2024Social Opinion Formation and Decision Making Under Communication Trends
Ali H. Sayed, Virginia Bordignon, Mert Kayaalp
This work studies the learning process over social networks under partial and random information sharing. In traditional social learning models, agents exchange full belief information with each other while trying to infer the true state of nature. We stud ...
Piscataway2024Robust machine learning for neuroscientific inference
Modern neuroscience research is generating increasingly large datasets, from recording thousands of neurons over long timescales to behavioral recordings of animals spanning weeks, months, or even years. Despite a great variety in recording setups and expe ...
EPFL2024Querying the Digital Archive of Science: Distant Reading, Semantic Modelling and Representation of Knowledge
The archive of science is a place where scientific practices are sedimented in the form of drafts, protocols of rejected hypotheses and failed experiments, obsolete instruments, outdated visualizations and other residues. Today, just as science goes more a ...
EPFL2024