Search Results - coding ((algorithmics OR algorithm) OR Algorithmsssic)

Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data by Ding, Rui, Ye, Juntian, Gao, Qifeng, Xu, Feihu, Duan, Yuping

Table of Contents: “… optimization algorithms relying on the alternating direction method of multipliers (ADMM) with the backtracking…”
Get full text

Designing a Framework for Solving Multiobjective Simulation Optimization Problems by Chang, Tyler H., Wild, Stefan M.

Table of Contents: “… code or real-world experiment, which we refer to as a simulation. While an extensive body of research…”
Get full text

Whale Detection Enhancement through Synthetic Satellite Images by Gaur, Akshaj, Liu, Cheng, Lin, Xiaomin, Karapetyan, Nare, Aloimonos, Yiannis

Table of Contents: “… of marine animals, including whales. Modern computer vision algorithms allow us to detect whales in images…”
Get full text

MCPNS: A Macropixel Collocated Position and Its Neighbors Search for Plenoptic 2.0 Video Coding by Van Duong, Vinh, Huu, Thuc Nguyen, Yim, Jonghoon, Jeon, Byeungwoo

Table of Contents: “… produce distinct motion characteristics that challenge existing motion estimation (ME) algorithms…”
Get full text

On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine Learning by Hansen, Roberta, Vera, Matias, Estienne, Lautaro, Ferrer, Luciana, Piantanida, Pablo

Table of Contents: “… Prior Adaptation) algorithm, defined from a first-order non-linear difference equations, first developed…”
Get full text

TorchCP: A Python Library for Conformal Prediction by Huang, Jianguo, Song, Jianqing, Zhou, Xuanning, Jing, Bingyi, Wei, Hongxin

Table of Contents: “… or sets with guaranteed coverage probability. While CP algorithms have evolved beyond traditional…”
Get full text

FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning by Tamirisa, Rishub, Xie, Chulin, Bao, Wenxuan, Zhou, Andy, Arel, Ron, Shamsian, Aviv

Table of Contents: “… (PFL) - a class of FL algorithms aiming to personalize learned global knowledge to better suit…”
Get full text

ReZero: Boosting MCTS-based Algorithms by Backward-view and Entire-buffer Reanalyze by Xuan, Chunyu, Niu, Yazhe, Pu, Yuan, Hu, Shuai, Liu, Yu, Yang, Jing

Table of Contents: “…Monte Carlo Tree Search (MCTS)-based algorithms, such as MuZero and its derivatives, have achieved…”
Get full text

pyLOM: A HPC open source reduced order model suite for fluid dynamics applications by Eiximeno, Benet, Miró, Arnau, Begiashvili, Beka, Valero, Eusebio, Rodriguez, Ivette, Lehmkuhl, Oriol

Table of Contents: “… of the code that cannot be parallelized) of these algorithms is under 10% for the strong scaling and under 0.7…”
Get full text

On the Definition of Velocity in Discrete-Time, Stochastic Langevin Simulations by Grønbech-Jensen, Niels

Table of Contents: “… statistically accurate discrete-time Verlet-type algorithms are inconsistent with the simulated configurational…”
Get full text

Exploring Unstructured Environments using Minimal Sensing on Cooperative Nano-Drones by Arias-Perez, Pedro, Gautam, Alvika, Fernandez-Cortizas, Miguel, Perez-Saura, David, Saripalli, Srikanth, Campoy, Pascual

Table of Contents: “…, but current multi-robot inspection algorithms are unsuitable for nano-drones due to their need for heavy…”
Get full text

Face Clustering via Early Stopping and Edge Recall by Liu, Junjie

Table of Contents: “… into account. Besides, developing unsupervised face clustering algorithms is crucial, which are more realistic…”
Get full text

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning by Jiang, Jin, Yan, Yuchen, Liu, Yang, Wang, Jianing, Peng, Shuai, Cai, Xunliang, Cao, Yixin, Zhang, Mengdi, Gao, Liangcai

Table of Contents: “… LeetCode-style algorithm \underline{Pro}blems and their corresponding \underline{Pro}gram solutions…”
Get full text

On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning by Wang, Bokun, Lei, Yunwen, Ying, Yiming, Yang, Tianbao

Table of Contents: “… of our algorithm. Our code is available at https://github.com/bokun-wang/NUCLR. …”
Get full text

Toward Finding Strong Pareto Optimal Policies in Multi-Agent Reinforcement Learning by Le, Bang Giang, Ta, Viet Cuong

Table of Contents: “… learning problems with cooperative reward structures. We show that any algorithm where each agent only…”
Get full text

Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All by Soumalias, Ermis, Heiss, Jakob, Weissteiner, Jakob, Seuken, Sven

Table of Contents: “… machine learning (ML)-based preference elicitation algorithms that aim to elicit only the most critical…”
Get full text

Hybridising Reinforcement Learning and Heuristics for Hierarchical Directed Arc Routing Problems by Nguyen, Van Quang, Nguyen, Quoc Chuong, Dang, Thu Huong, Hy, Truong-Son

Table of Contents: “… to effectively guide the selection of local search operators, resulting in a hybrid algorithm. We name…”
Get full text

A Neighbor-based Approach to Pitch Ownership Models in Soccer by Mendes-Neves, Tiago, Meireles, Luís, Mendes-Moreira, João

Table of Contents: “… Neighbors (KNN) algorithm. Our approach provides a fast inference mechanism that can model different…”
Get full text

DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization by Liu, Xuefeng, Jiang, Songhao, Chen, Siyu, Yang, Zhuoran, Chen, Yuxin, Foster, Ian, Stevens, Rick

Table of Contents: “… learning algorithm to finetune a drug optimization LLM-based generative model, enhancing the original drug…”
Get full text

Counterfactual experience augmented off-policy reinforcement learning by Lee, Sunbowen, Gong, Yicheng, Deng, Chao

Table of Contents: “…Reinforcement learning control algorithms face significant challenges due to out-of-distribution…”
Get full text