Search Results - coding (Algorithm OR Algorithms)

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models by Sel, Bilgehan, Al-Tawaha, Ahmad, Khattar, Vanshaj, Jia, Ruoxi, Jin, Ming

Table of Contents: “… propose the Algorithm of Thoughts -- a novel strategy that propels LLMs through algorithmic reasoning…”
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Geodesic Algorithm for Unitary Gate Design with Time-Independent Hamiltonians by Lewis, Dylan, Wiersema, Roeland, Carrasquilla, Juan, Bose, Sougato

Table of Contents: “… of quantum codes and increase the clock speed of fault-tolerant quantum computers. The geodesic algorithm…”
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Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning by Malekmohammadi, Saber, Yu, Yaoliang, Cao, Yang

Table of Contents: “… the effectiveness of Robust-HDP. Our code can be found here. …”
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Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs by Procházka, Pavel, Dědič, Marek, Bajer, Lukáš

Table of Contents: “… be implemented with just a few lines of code. After defining CSP, we demonstrate its relationship with well…”
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Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning by Shu, Dong, Du, Mengnan

Table of Contents: “…. Our code is available at https://github.com/Tizzzzy/Demonstration_Selection_Overview. …”
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Teaching Shortest Path Algorithms With a Robot and Overlaid Projections by Jolakoski, Pavel, Deja, Jordan Aiko, Pucihar, Klen Čopič, Kljun, Matjaž

Table of Contents: “… and visualise three different shortest path algorithms with colour-coded edges and vertices. Animated graph…”
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A Fast Periodicity Detection Algorithm Sensitive to Arbitrary Waveforms by Finkbeiner, Douglas P., Prince, Thomas A., Whitebook, Samuel E.

Table of Contents: “…. We describe the FPW algorithm and its application to ZTF, and provide efficient code for both CPU…”
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Gradient GA: Gradient Genetic Algorithm for Drug Molecular Design by Zhuang, Chris, Mukherjee, Debadyuti, Lu, Yingzhou, Fu, Tianfan, Zhang, Ruqi

Table of Contents: “… Gradient Genetic Algorithm (Gradient GA), which incorporates gradient information from the objective…”
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Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification by Chaddad, Ahmad, Wu, Yihang, Jiang, Yuchen, Bouridane, Ahmed, Desrosiers, Christian

Table of Contents: “… in this domain. The codes are available at https://github.com/AIPMLab/Domain_Adaptation. …”
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Discovery of Course Success Using Unsupervised Machine Learning Algorithms by Cam, Emre, Ozdag, Muhammet Esat

Table of Contents: “…Discovery of Course Success Using Unsupervised Machine Learning Algorithms Cam, Emre Ozdag…”
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Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms by Yin, Haoran, Kononova, Anna V., Bäck, Thomas, van Stein, Niki

Table of Contents: “…, such as the Large Language Model Evolutionary Algorithm (LLaMEA), often lack precise control over mutation…”
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Quantum Approximate Optimization Algorithm for Spatiotemporal Forecasting of HIV Clusters by Roosan, Don, Nirzhor, Saif, Khan, Rubayat, Hai, Fahmida, Haidar, Mohammad Rifat

Table of Contents: “… prevalence at the ZIP-code level using AIDSVu and synthetic SDoH data for 2022. Our approach compared…”
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Compositional Symmetry as Compression: Lie Pseudogroup Structure in Algorithmic Agents by Ruffini, Giulio

Table of Contents: “… of predictive coding in which higher layers receive only \emph{coarse-grained residual transformations…”
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On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee by Li, Chenyang, Chung, Jihoon, Du, Mengnan, Wang, Haimin, Zhou, Xianlian, Shen, Bo

Table of Contents: “… the efficiency and superior performance of the proposed framework. Our code implementation is available at https…”
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Algorithm-agnostic significance testing in supervised learning with multimodal data by Kook, Lucas, Lundborg, Anton Rask

Table of Contents: “… on GitHub. Source code for reproducing all results is available at https://github.com/LucasKook/comets. All…”
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Lightweight Cryptanalysis of IoT Encryption Algorithms : Is Quota Sampling the Answer? by Cook, Jonathan, Rehman, Sabih ur, Khan, M. Arif

Table of Contents: “… opportunities to further enhance the performance of differential cryptanalysis. The code designed for this work…”
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Leveraging Qubit Loss Detection in Fault Tolerant Quantum Algorithms by Baranes, Gefen, Cain, Madelyn, Ataides, J. Pablo Bonilla, Bluvstein, Dolev, Sinclair, Josiah, Vuletic, Vladan, Zhou, Hengyun, Lukin, Mikhail D.

Table of Contents: “… general quantum error correction codes and logical circuits, we introduce a delayed-erasure decoder…”
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From Search To Sampling: Generative Models For Robust Algorithmic Recourse by Garg, Prateek, Nagalapatti, Lokesh, Sarawagi, Sunita

Table of Contents: “…Algorithmic Recourse provides recommendations to individuals who are adversely impacted…”
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An Investigation of Batch Normalization in Off-Policy Actor-Critic Algorithms by Wang, Li, Sudun, Zhang, Xingjian, Wu, Wenjun, Huang, Lei

Table of Contents: “… the effective learning rate range, enhances exploration, and reduces overall optimization difficulty. Our code…”
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On the Role of Calibration in Benchmarking Algorithmic Fairness for Skin Cancer Detection by Dominique, Brandon, Lam, Prudence, Kurtansky, Nicholas, Weber, Jochen, Kose, Kivanc, Rotemberg, Veronica, Dy, Jennifer

Table of Contents: “… healthcare solutions. All code is publicly available at https://github.com/bdominique…”
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