Search Results - coding Algorithm

Can LLMs Beat Classical Hyperparameter Optimization Algorithms? A Study on autoresearch by Ferreira, Fabio, Wobbe, Lucca, Krishnakumar, Arjun, Hutter, Frank, Zela, Arber

Table of Contents: “… code directly. We use it as a testbed to compare classical HPO algorithms against LLM-based methods…”
Get full text

EDOLAB: An Open-Source Platform for Education and Experimentation with Evolutionary Dynamic Optimization Algorithms by Peng, Mai, Yazdani, Delaram, She, Zeneng, Yazdani, Danial, Luo, Wenjian, Li, Changhe, Branke, Juergen, Nguyen, Trung Thanh, Gandomi, Amir H., Yang, Shengxiang, Jin, Yaochu, Yao, Xin

Table of Contents: “… challenges for traditional optimization techniques. Evolutionary Dynamic Optimization Algorithms (EDOAs…”
Get full text

A new approach to the Berlekamp-Massey-Sakata Algorithm. Improving Locator Decoding by Bernal, José Joaquín, Simón, Juan Jacobo

Table of Contents: “… locator decoding in abelian codes. …”
Get full text

PiNNAcLe: Adaptive Learn-On-The-Fly Algorithm for Machine-Learning Potential by Shao, Yunqi, Zhang, Chao

Table of Contents: “… references, as well as scaling the workflow to a variety of computational resources. The code is published…”
Get full text

MAS-SZZ: Multi-Agentic SZZ Algorithm for Vulnerability-Inducing Commit Identification by Cao, Sicong, Xu, Jinxuan, Yu, Le, Yang, Jing, Lin, Xingwei, Zhu, Linlin, Xiao, Fu

Table of Contents: “… solution is the SZZ algorithm, which traces back through the code history to identify the earliest commit…”
Get full text

Supporting datasets and code for "High-Resolution Channel Geometry Reveals Contrasting Styles of Gravel River Adjustment" by Kostynick, Robert

Table of Contents: “…;Fill_and_Spill_Algorithm.zip - Matlab code and sample Rio Pueblo De Taos data used to run the “fill-and-spill&rdquo…”
Get full text

QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm by Zhou, Qirui, Peng, Shaohui, Xiong, Weiqiang, Chen, Haixin, Wen, Yuanbo, Li, Haochen, Li, Ling, Guo, Qi, Zhao, Yongwei, Gao, Ke, Chen, Ruizhi, Wu, Yanjun, Zhao, Chen, Chen, Yunji

Table of Contents: “… adaptability across GPU architectures. Existing LLMs have shown a lot of promise in code generation tasks…”
Get full text

FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization by Kong, Minwei, Jiang, Chonghe, Qu, Ao, Ouyang, Wenbin, Zeng, Zhaoming, Guo, Xiaotong, Li, Zhekai, Li, Junyi, Fan, Yi, Zheng, Xinshou, Jing, Xi, Zhang, Yikai, Liang, Zhiwei, Kim, Seonghoo, Yang, Runqing, Zhou, Zijian, Li, Sirui, Zheng, Han, Ying, Wangyang, Zheng, Ou, Wang, Chonghuan, Zhao, Jinglong, Qin, Hanzhang, Wu, Cathy, Liang, Paul Pu, Zhao, Jinhua, Wang, Hai

Table of Contents: “…Large language models (LLMs) are increasingly used for optimization modeling and solver-code…”
Get full text

Massive MIMO Adaptive Modulation and Coding Using Online Deep Learning Algorithm by Bobrov, Evgeny, Kropotov, Dmitry, Lu, Hao, Zaev, Danila

Table of Contents: “…The paper describes an online deep learning algorithm (ODL) for adaptive modulation and coding…”
Get full text

The Definitive Guide to Policy Gradients in Deep Reinforcement Learning: Theory, Algorithms and Implementations by Lehmann, Matthias

Table of Contents: “… on the benefits of regularization. All code is available at https://github.com/Matt00n/PolicyGradientsJax. …”
Get full text

Universal Lesion Segmentation Challenge 2023: A Comparative Research of Different Algorithms by Shi, Kaiwen, Li, Yifei, Ho, Binh, Wang, Jovian, Guo, Kobe

Table of Contents: “… exploring. codes: https://github.com/KWFredShi/ULS2023NGKD.git …”
Get full text

Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks by Kliachkin, Andrii, Lepšová, Jana, Bareilles, Gilles, Mareček, Jakub

Table of Contents: “… performance, and fairness improvement. We release the code of the benchmark as a Python package at https…”
Get full text

Iterative Linear Quadratic Optimization for Nonlinear Control: Differentiable Programming Algorithmic Templates by Roulet, Vincent, Srinivasa, Siddhartha, Fazel, Maryam, Harchaoui, Zaid

Table of Contents: “… implementations are publicly available in a package coded in a differentiable programming language. …”
Get full text

OptBA: Optimizing Hyperparameters with the Bees Algorithm for Improved Medical Text Classification by Shaaban, Mai A., Kashkash, Mariam, Alghfeli, Maryam, Ibrahim, Adham

Table of Contents: “… learning models by leveraging the Bees Algorithm, which is a recent promising swarm intelligence algorithm…”
Get full text

A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms by Hao, Hao, Zhang, Xiaoqun, Li, Bingdong, Zhou, Aimin

Table of Contents: “…Surrogate-assisted Evolutionary Algorithm (SAEA) is an essential method for solving expensive…”
Get full text

Realization of a Quantum Streaming Algorithm on Long-lived Trapped-ion Qubits by Niroula, Pradeep, Chakrabarti, Shouvanik, Kordonowy, Steven, Kumar, Niraj, Omanakuttan, Sivaprasad, Perlin, Michael A., Allman, M. S., Campora III, J. P., Chernoguzov, Alex, Cooper, Samuel F., Delaney, Robert D., Dreiling, Joan M., Estey, Brian, Figgatt, Caroline, Foltz, Cameron, Gaebler, John P., Hall, Alex, Husain, Ali A., Isanaka, Akhil, Kennedy, Colin J., Kotibhaskar, Nikhil, Madjarov, Ivaylo S., Mills, Michael, Milne, Alistair R., Narmour, Louis, Park, Annie J., Reed, Adam P., Singhal, Kartik, Ransford, Anthony, Bohnet, Justin G., Neyenhuis, Brian, Otter, Rob, Shaydulin, Ruslan

Table of Contents: “…-tolerant quantum architectures based on surface and bivariate bicycle codes and show that the quantum space…”
Get full text

Implementation of Polynomial NP-Complete Algorithms Based on the NP Verifier Simulation Framework by Lee, Changryeol

Table of Contents: “… polynomial-time bounds, and the source code along with sample instances are available in a public online…”
Get full text

ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering by Imajuku, Yuki, Horie, Kohki, Iwata, Yoichi, Aoki, Kensho, Takahashi, Naohiro, Akiba, Takuya

Table of Contents: “… coding benchmarks, ALE-Bench encourages iterative solution refinement over long time horizons. Our…”
Get full text

Word2Spike: Poisson Rate Coding for Associative Memories and Neuromorphic Algorithms by Kalra, Archit, Sadanand, Midhun

Table of Contents: “… memory. This paper introduces Word2Spike, a novel rate coding mechanism that combines continuous word…”
Get full text

A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization by Shen, Wei, Zhang, Jiawei, Huang, Minhui, Shen, Cong

Table of Contents: “… efficiency of the proposed SFLCB algorithm. Simulation code is provided at https://github.com/ShenGroup/SFLCB. …”
Get full text