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07/14/2023
HYTREL: Hypergraph-enhanced Tabular Data Representation Learning
Language models pretrained on large collections of tabular data have dem...
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05/09/2023
An Algorithm For Adversary Aware Decentralized Networked MARL
Decentralized multi-agent reinforcement learning (MARL) algorithms have ...
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11/08/2022
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic
The use of multilingual language models for tasks in low and high-resour...
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05/06/2021
Bandit based centralized matching in two-sided markets for peer to peer lending
Sequential fundraising in two sided online platforms enable peer to peer...
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10/30/2020
Bandits in Matching Markets: Ideas and Proposals for Peer Lending
Motivated by recent applications of sequential decision making in matchi...
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06/20/2020
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org
Over the last couple of decades in the lending industry, financial disin...
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09/24/2019
