Zobrazeno 1 - 10
of 1 925
pro vyhledávání: '"Than Thanh Long"'
Federated Learning (FL) is a distributed machine learning framework that trains accurate global models while preserving clients' privacy-sensitive data. However, most FL approaches assume that clients possess labeled data, which is often not the case
Externí odkaz:
http://arxiv.org/abs/2410.23227
Autor:
Nguyen, Duc Phu, Nguyen, Thanh Long, Tu, Minh Dang, Quach, Cong Hoang, Truong, Xuan Tung, Phung, Manh Duong
Service robots that work alongside humans in a shared environment need a navigation system that takes into account not only physical safety but also social norms for mutual cooperation. In this paper, we introduce a motion planning system that includ
Externí odkaz:
http://arxiv.org/abs/2410.09803
Autor:
de Neeve, Brennan, Nguyen, Thanh-Long, Ferk, Alexander, Behrle, Tanja, Lancellotti, Francesco, Simoni, Matteo, Welte, Stephan, Home, Jonathan
We propose and experimentally demonstrate a method for laser cooling an oscillator based on sequences of spin-state-dependent displacements followed by spin repumping. For a thermal state with mean occupation $\bar{n}\gg 1$ the method attains a reduc
Externí odkaz:
http://arxiv.org/abs/2408.16128
This paper formulates a new Best-Arm Identification problem in the non-stationary stochastic bandits setting, where the means of all arms are shifted in the same way due to a global influence of the environment. The aim is to identify the unique best
Externí odkaz:
http://arxiv.org/abs/2408.12581
High-dimensional linear bandits with low-dimensional structure have received considerable attention in recent studies due to their practical significance. The most common structure in the literature is sparsity. However, it may not be available in pr
Externí odkaz:
http://arxiv.org/abs/2405.13899
Non-native English speakers (NNESs) often face challenges in achieving fluency in their written English. AI paraphrasing tools have the potential to improve their writing by suggesting more fluent paraphrases to their original sentences. Yet, the eff
Externí odkaz:
http://arxiv.org/abs/2405.07475
Reward allocation, also known as the credit assignment problem, has been an important topic in economics, engineering, and machine learning. An important concept in reward allocation is the core, which is the set of stable allocations where no agent
Externí odkaz:
http://arxiv.org/abs/2402.07067
Prediction markets are useful for estimating probabilities of claims whose truth will be revealed at some fixed time -- this includes questions about the values of real-world events (i.e. statistical uncertainty), and questions about the values of pr
Externí odkaz:
http://arxiv.org/abs/2402.14021
This paper develops a risk-aware controller for grid-forming inverters (GFMs) to minimize large frequency oscillations in GFM inverter-dominated power systems. To tackle the high variability from loads/renewables, we incorporate a mean-variance risk
Externí odkaz:
http://arxiv.org/abs/2312.10635
Autor:
Sourav Nayak, Thomas J. Peto, Michal Kucharski, Rupam Tripura, James J. Callery, Duong Tien Quang Huy, Mathieu Gendrot, Dysoley Lek, Ho Dang Trung Nghia, Rob W. van der Pluijm, Nguyen Dong, Le Thanh Long, Ranitha Vongpromek, Huy Rekol, Nguyen Hoang Chau, Olivo Miotto, Mavuto Mukaka, Mehul Dhorda, Lorenz von Seidlein, Mallika Imwong, Xavier Roca, Nicholas P. J. Day, Nicholas J. White, Arjen M. Dondorp, Zbynek Bozdech
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-17 (2024)
Abstract The emergence of Plasmodium falciparum parasites resistant to artemisinins compromises the efficacy of Artemisinin Combination Therapies (ACTs), the global first-line malaria treatment. Artemisinin resistance is a complex genetic trait in wh
Externí odkaz:
https://doaj.org/article/29b3bb4812894fb0b0a2f1767eeb054b
