221 citations · 699 across the 43 of their papers we have counts for
11 papers · 1 filter
Domain-independent generation and classification of behavior traces
Daniel Borrajo, Manuela Veloso
Financial institutions mostly deal with people. Therefore, characterizing different kinds of human behavior can greatly help institutions for improving their relation with customer…
Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering
Daniel Borrajo, Manuela Veloso, Sameena Shah
Many business applications involve adversarial relationships in which both sides adapt their strategies to optimize their opposing benefits. One of the key characteristics of these…
Robust Document Representations using Latent Topics and Metadata
Natraj Raman, Armineh Nourbakhsh, Sameena Shah +1
Task specific fine-tuning of a pre-trained neural language model using a custom softmax output layer is the de facto approach of late when dealing with document classification prob…
Paying down metadata debt: learning the representation of concepts using topic models
Jiahao Chen, Manuela Veloso
We introduce a data management problem called metadata debt, to identify the mapping between data concepts and their logical representations. We describe how this mapping can be le…
DocuBot : Generating financial reports using natural language interactions
Vineeth Ravi, Selim Amrouni, Andrea Stefanucci +3
The financial services industry perpetually processes an overwhelming amount of complex data. Digital reports are often created based on tedious manual analysis as well as visualiz…
Calibration of Shared Equilibria in General Sum Partially Observable Markov Games
Nelson Vadori, Sumitra Ganesh, Prashant Reddy +1
Training multi-agent systems (MAS) to achieve realistic equilibria gives us a useful tool to understand and model real-world systems. We consider a general sum partially observable…