Renata Borovica-Gajic

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20192023

most citedUpdatable Learned Indexes Meet Disk-Resident DBMS -- From Evaluations to Design Choices

26 citations · 49 across the 8 of their papers we have counts for

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cs.LG2022★ 7 cited

Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning

Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekara +1

Graph problems such as traveling salesman problem, or finding minimal Steiner trees are widely studied and used in data engineering and computer science. Typically, in real-world a…

cs.LG2019★ 2 cited

A Note on Bounding Regret of the C $^{2}$ UCB Contextual Combinatorial Bandit

Bastian Oetomo, Malinga Perera, Renata Borovica-Gajic +1

We revisit the proof by Qin et al. (2014) of bounded regret of the C $^{2}$ UCB contextual combinatorial bandit. We demonstrate an error in the proof of volumetric expansion of the mom…

Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning

A Note on Bounding Regret of the C2UCB Contextual Combinatorial Bandit

A Note on Bounding Regret of the C $^{2}$ UCB Contextual Combinatorial Bandit