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02/03/2023
Non-greedy Tree-based Learning for Estimating Global Optimal Dynamic Treatment Decision Rules with Continuous Treatment Dosage
Dynamic treatment regime (DTR) plays a critical role in precision medici...
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11/25/2022
On the Re-Solving Heuristic for (Binary) Contextual Bandits with Knapsacks
In the problem of (binary) contextual bandits with knapsacks (CBwK), the...
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10/31/2022
QuaLA-MiniLM: a Quantized Length Adaptive MiniLM
Limited computational budgets often prevent transformers from being used...
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10/29/2022
Te Test: A New Non-asymptotic T-test for Behrens-Fisher Problems
The Behrens-Fisher Problem is a classical statistical problem. It is to ...
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07/11/2022
Dynamic Budget Throttling in Repeated Second-Price Auctions
Throttling is one of the most popular budget control methods in today's ...
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05/29/2022
No-regret Learning in Repeated First-Price Auctions with Budget Constraints
Recently the online advertising market has exhibited a gradual shift fro...
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03/31/2022
Budget-Constrained Auctions with Unassured Priors
In today's online advertising markets, it is common for an advertiser to...
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01/20/2021
Collision-Free Flocking with a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning
Developing the collision-free flocking behavior for a dynamic squad of f...
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09/06/2020
Hybrid Differentially Private Federated Learning on Vertically Partitioned Data
We present HDP-VFL, the first hybrid differentially private (DP) framewo...
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08/25/2020
A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations
Privacy-preserving recommendations are recently gaining momentum, since ...
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05/26/2020
Efficient Use of heuristics for accelerating XCS-based Policy Learning in Markov Games
In Markov games, playing against non-stationary opponents with learning ...
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05/28/2018
The Coming Era of AlphaHacking? A Survey of Automatic Software Vulnerability Detection, Exploitation and Patching Techniques
With the success of the Cyber Grand Challenge (CGC) sponsored by DARPA, ...
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05/28/2018
The Coming Era of AlphaHacking?
With the success of the Cyber Grand Challenge (CGC) sponsored by DARPA, ...
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05/19/2018
Nostalgic Adam: Weighing more of the past gradients when designing the adaptive learning rate
First-order optimization methods have been playing a prominent role in d...
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12/06/2014