3 papers
math.OC2026
On Partial Optimality in QUBO via Quadratic Posiform Autarkies
Lucas Fabian Naumann, Bjoern Andres
Partially optimal assignments (also called persistencies) allow combinatorial optimization problems to be reduced by fixing a subset of variables to values consistent with at least…
cs.LG2024
Tractable Offline Learning of Regular Decision Processes
Ahana Deb, Roberto Cipollone, Anders Jonsson +2
This work studies offline Reinforcement Learning (RL) in a class of non-Markovian environments called Regular Decision Processes (RDPs). In RDPs, the unknown dependency of future o…
cs.CL2023
BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion
Ahana Deb, Sayan Nag, Ayan Mahapatra +6
Spoken languages often utilise intonation, rhythm, intensity, and structure, to communicate intention, which can be interpreted differently depending on the rhythm of speech of the…