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

Scaling Automatic Extraction of Pseudocode by Toksoz, Levent, Tan, Gang, Giles, C. Lee

Table of Contents: “… algorithmic design, to empowering NLP or computer vision based models for tasks such as automated code…”
Get full text

A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models by Hu, Xiaoyan, Leung, Ho-fung, Farnia, Farzan

Table of Contents: “…) and propose upper confidence bound (UCB) bandit algorithms to identify the model producing data with the best…”
Get full text

Semi-Supervised Multi-Task Learning Based Framework for Power System Security Assessment by Za'ter, Muhy Eddin, Sajadi, Amirhossein, Hodge, Bri-Mathias

Table of Contents: “… of topological changes. The learning algorithm underlying the proposed framework integrates conditional masked…”
Get full text

Unveiling the Power of Sparse Neural Networks for Feature Selection by Atashgahi, Zahra, Liu, Tennison, Pechenizkiy, Mykola, Veldhuis, Raymond, Mocanu, Decebal Constantin, van der Schaar, Mihaela

Table of Contents: “…. Leveraging the dynamic sparse training (DST) algorithms within SNNs has demonstrated promising feature…”
Get full text

Learnable Evolutionary Multi-Objective Combinatorial Optimization via Sequence-to-Sequence Model by Huang, Jiaxiang, Jiao, Licheng

Table of Contents: “… quadratic assignment problem verify the effectiveness of the algorithm. Our code is available at: \href…”
Get full text

AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation by Li, Haojin, Li, Heng, Chen, Jianyu, Zhong, Rihan, Niu, Ke, Fu, Huazhu, Liu, Jiang

Table of Contents: “…-SFDA through comparisons with leading algorithms and ablation studies. The code is available at https…”
Get full text

LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently by Zhang, Yuanhe, Liu, Fanghui, Chen, Yudong

Table of Contents: “…This paper explores how theory can guide and enhance practical algorithms, using Low-Rank…”
Get full text

Gradient GA: Gradient Genetic Algorithm for Drug Molecular Design by Zhuang, Chris, Mukherjee, Debadyuti, Lu, Yingzhou, Fu, Tianfan, Zhang, Ruqi

Table of Contents: “…, such as genetic algorithms, continue to achieve state-of-the-art results across multiple molecular design…”
Get full text

Sparse Tensor CCA via Manifold Optimization for Multi-View Learning by Zhu, Yanjiao, Liu, Wanquan, Xiu, Xianchao, Sun, Jianqin

Table of Contents: “… underemphasize the characterization of individual structures and lack algorithmic convergence guarantees…”
Get full text

Joint Optimization of Handoff and Video Rate in LEO Satellite Networks by Park, Kyoungjun, He, Zhiyuan, Luo, Cheng, Xu, Yi, Qiu, Lili, Ge, Changhan, Muaz, Muhammad

Table of Contents: “… datasets, we show the importance of handoff strategy and throughput prediction algorithms in single-user…”
Get full text

Benchmarking Differentially Private Tabular Data Synthesis by Chen, Kai, Li, Xiaochen, Gong, Chen, McKenna, Ryan, Wang, Tianhao

Table of Contents: “… algorithms in recent years has introduced challenges in practical applications, such as inconsistent data…”
Get full text

Deblurring fission fragment mass distributions by Nzabahimana, Pierre, Lovell, Amy E., Talou, Patrick

Table of Contents: “… for fission fragment evaporation codes like \cgmf{}, are extracted from distributions that are always measured…”
Get full text

Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving by Wu, Fangzhou, Silwal, Sandeep

Table of Contents: “…. In this work, we introduce the first training-free algorithm for online routing scenarios. Our algorithm…”
Get full text

Beyond Belief Propagation: Cluster-Corrected Tensor Network Contraction with Exponential Convergence by Midha, Siddhant, Zhang, Yifan F.

Table of Contents: “… powerful approximation algorithm for this task, its accuracy limitations are poorly understood…”
Get full text

Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-based Method with Bayesian Optimization by Gao, Wei, Zheng, Paul, Wu, Peng, Hu, Yulin, Schmeink, Anke

Table of Contents: “… is proposed, which determines the device served order sequence and the corresponding modulation and coding…”
Get full text

Exact Computation of the Catalan Number $C(2,050,572,903)$ by Ramani, Mahesh

Table of Contents: “…This paper presents a two-phase algorithm for computing exact Catalan numbers at an unprecedented…”
Get full text

Maximizing Diversity in (near-)Median String Selection by Chakraborty, Diptarka, Kundu, Rudrayan, Purohit, Nidhi, Ruwanpathirana, Aravinda Kanchana

Table of Contents: “… dispersion. We first introduce an exact algorithm for the diameter variant of the problem, which identifies…”
Get full text

EQISA: Energy-efficient Quantum Instruction Set Architecture using Sparse Dictionary Learning by Mishra, Sibasish, Sarkar, Aritra, Feld, Sebastian

Table of Contents: “…The scalability of quantum computing in supporting sophisticated algorithms critically depends…”
Get full text

The Bandit's Blind Spot: The Critical Role of User State Representation in Recommender Systems by Pires, Pedro R., Azevedo, Gregorio F., Sereicikas, Rafael T., Campos, Pietro L., Almeida, Tiago A.

Table of Contents: “… construction alongside algorithmic innovation. The source code for our experiments is publicly available…”
Get full text

Discovery of Course Success Using Unsupervised Machine Learning Algorithms by Cam, Emre, Ozdag, Muhammet Esat

Table of Contents: “… technologies department by means of machine learning algorithms. In the scope of the study, a dataset…”
Get full text