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

TinyTorch: Building Machine Learning Systems from First Principles by Reddi, Vijay Janapa

Table of Contents: “…Machine learning education faces a fundamental gap: students learn algorithms without understanding…”
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Gromov Wasserstein Optimal Transport for Semantic Correspondences by Snelgar, Francis, Gould, Stephen, Xu, Ming, Zheng, Liang, Asthana, Akshay

Table of Contents: “… take a different approach, instead replacing SD features with a superior matching algorithm which…”
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The Constant Eye: Benchmarking and Bridging Appearance Robustness in Autonomous Driving by Wang, Jiabao, Zhou, Hongyu, Yang, Yuanbo, Shao, Jiahao, Liao, Yiyi

Table of Contents: “…Despite rapid progress, autonomous driving algorithms remain notoriously fragile under Out…”
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Advances in Global Solvers for 3D Vision by Zhao, Zhenjun, Yang, Heng, Liao, Bangyan, Zeng, Yingping, Yan, Shaocheng, Gu, Yingdong, Liu, Peidong, Zhou, Yi, Li, Haoang, Civera, Javier

Table of Contents: “… Non-Convexity (GNC). We present their theoretical foundations, algorithmic designs, and practical…”
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SOLVAR: Fast covariance-based heterogeneity analysis with pose refinement for cryo-EM by Yadgar, Roey, Lederman, Roy R., Shkolnisky, Yoel

Table of Contents: “…. The code of the algorithm is freely available at https://github.com/RoeyYadgar/SOLVAR. …”
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LLMs Can Learn to Reason Via Off-Policy RL by Ritter, Daniel, Oertell, Owen, Guo, Bradley, Chang, Jonathan, Brantley, Kianté, Sun, Wen

Table of Contents: “… algorithms, such as PPO or GRPO. However, policy lag from distributed training architectures and differences…”
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Nemesis: A Multi-Scale, Multi-Physics Algorithm for Astrophysics by Hochart, Erwan, Zwart, Simon Portegies

Table of Contents: “…In this work, an updated version of the multi-scale, multi-physics algorithm, Nemesis which makes…”
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Decoupling Numerical and Structural Parameters: An Empirical Study on Adaptive Genetic Algorithms via Deep Reinforcement Learning for the Large-Scale TSP by Wang, Hongyu, Jing, Yuhan, Shi, Yibing, Zhou, Enjin, Zhang, Haotian, Shi, Jialong

Table of Contents: “… dimensions contribute equally to algorithmic scalability. To investigate this, we categorize control…”
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Enhancing Efficiency and Performance in Deepfake Audio Detection through Neuron-level Dropin & Neuroplasticity Mechanisms by Li, Yupei, Shao, Shuaijie, Milling, Manuel, Schuller, Björn

Table of Contents: “… in mammalian brains, we propose novel algorithms, dropin and further plasticity, that dynamically adjust…”
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jaxsgp4: GPU-accelerated mega-constellation propagation with batch parallelism by Priestley, Charlotte, Handley, Will

Table of Contents: “… and automatic optimisation of code for CPU, GPU and TPU hardware modalities. By refactoring the algorithm into a…”
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ZEUS: An Efficient GPU Optimization Method Integrating PSO, BFGS, and Automatic Differentiation by Soos, Dominik, Paterno, Marc, Ranjan, Desh, Zubair, Mohammad

Table of Contents: “… optimization problems. In the first phase of the algorithm, we get a potentially good set of starting points…”
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mtslearn: Machine Learning in Python for Medical Time Series by Jiang, Zhongheng, Zhao, Yuechao, Xie, Donglin, Sun, Chenxi, Lu, Rongchen, Luo, Silu, Liang, Zisheng, Hong, Shenda

Table of Contents: “… for custom algorithms. Through a modular design, mtslearn simplifies complex data engineering tasks into a…”
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Quantum-Safe Code Auditing: LLM-Assisted Static Analysis and Quantum-Aware Risk Scoring for Post-Quantum Cryptography Migration by Shaw, Animesh

Table of Contents: “… the security foundations of modern software: Shor's algorithm breaks RSA, ECDSA, ECDH, and Diffie-Hellman…”
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When AI and Experts Agree on Error: Intrinsic Ambiguity in Dermatoscopic Images by Cino, Loris, Mazzeo, Pier Luigi, Martella, Alessandro, Radi, Giulia, Rossi, Renato, Distante, Cosimo

Table of Contents: “… benchmarks algorithmic performance against human experts, our study adopts a novel perspective…”
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CREBench: Evaluating Large Language Models in Cryptographic Binary Reverse Engineering by Chen, Baicheng, Wang, Yu, Zhou, Ziheng, Liu, Xiangru, Li, Juanru, Chen, Yilei, He, Tianxing

Table of Contents: “… challenges built from 48 standard cryptographic algorithms, 3 insecure crypto key usage scenarios, and 3…”
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MoEITS: A Green AI approach for simplifying MoE-LLMs by Balderas, Luis, Lastra, Miguel, Benítez, José M.

Table of Contents: “… procedures. In this paper, an original algorithm, MoEITS, for MoE-LLMs simplification is presented…”
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Negative Advantages Is a Double-Edged Sword: Calibrating advantages in GRPO for Search Agents by Wu, Jiayi, Xie, Ruobing, Huang, Zeqian, Jiang, Lei, Xu, Can, Luo, Kangyang, Lin, Bochen, Gao, Ming, Li, Xiang

Table of Contents: “… with search engines, with Group Relative Policy Optimization (GRPO) being a widely used training algorithm…”
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A unified Benchmark for Multi-Frame Image Restoration under Severe Refractive Warping by Shugaev, Maxim V., Hoque, Md Reshad Ul, Kennedy, Bridget, Riley, Joseph T., Hwang, Fiona, Hagen, Justin, Ghuman, Harvir, Garcia-O'Donnell, Ethan, Qadri, Syed Noor, Santiago, Freddie, Lee, Mun Wai

Table of Contents: “… registration algorithms to advanced learning-based approaches including DATUM and our proposed diffusion based…”
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Perfect simulation for interacting Hawkes processes with reset-induced variable length memory by Gonçalves, Branda P. I., Mauffret, Lucien

Table of Contents: “… and obtain an exact backward--forward perfect simulation algorithm. The algorithm terminates almost surely…”
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Peng's Q($λ$) for Conservative Value Estimation in Offline Reinforcement Learning by Kim, Byeongchan, Oh, Min-hwan

Table of Contents: “…We propose a model-free offline multi-step reinforcement learning (RL) algorithm, Conservative Peng…”
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