Resultados de búsqueda - coding (algorithm OR (algorithmics OR algorithmssics))

CUAL: Continual Uncertainty-aware Active Learner por Rios, Amanda, Ndiour, Ibrahima, Datta, Parual, Sydir, Jerry, Tickoo, Omesh, Ahuja, Nilesh

Tabla de Contenidos: “… Uncertainty-aware Active Learner). CUAL leverages an uncertainty estimation algorithm to prioritize active…”
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A Quasilinear Algorithm for Computing Higher-Order Derivatives of Deep Feed-Forward Neural Networks por Chickering, Kyle R.

Tabla de Contenidos: “… activation function. We validate our algorithm empirically across a range of depths, widths, and number…”
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Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning por Chemingui, Yassine, Deshwal, Aryan, Wei, Honghao, Fern, Alan, Doppa, Janardhan Rao

Tabla de Contenidos: “… around existing offline RL algorithms. During training, CAPS uses offline data to learn multiple policies…”
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DepoRanker: A Web Tool to predict Klebsiella Depolymerases using Machine Learning por Wright, George, Michniewski, Slawomir, Jameson, Eleanor, Minhas, Fayyaz ul Amir Afsar

Tabla de Contenidos: “… algorithm to rank proteins by their likelihood of being depolymerases. The model was experimentally…”
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Recognize then Resolve: A Hybrid Framework for Understanding Interaction and Cooperative Conflict Resolution in Mixed Traffic por Fang, Shiyu, Zhou, Donghao, Cui, Yiming, Xu, ChengKai, Hang, Peng, Sun, Jian

Tabla de Contenidos: “…. On this basis, a constrained Monte Carlo Tree Search (MCTS) algorithm is introduced to determine the optimal…”
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Policy Design for Two-sided Platforms with Participation Dynamics por Kiyohara, Haruka, Yao, Fan, Dean, Sarah

Tabla de Contenidos: “… simple algorithm to optimize long-term social welfare by taking the population effects into account…”
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Comprehensive Review of Deep Unfolding Techniques for Next-Generation Wireless Communication Systems por Deka, Sukanya, Deka, Kuntal, Nguyen, Nhan Thanh, Sharma, Sanjeev, Bhatia, Vimal, Rajatheva, Nandana

Tabla de Contenidos: “… by transforming complex iterative algorithms into structured layers of deep neural networks (DNNs). This approach…”
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Robust Search with Uncertainty-Aware Value Models for Language Model Reasoning por Yu, Fei, Li, Yingru, Wang, Benyou

Tabla de Contenidos: “… Thompson Sampling, an efficient algorithm that selects candidates based on their probability of being…”
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Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models por Chen, Haokun, Szyller, Sebastian, Xu, Weilin, Himayat, Nageen

Tabla de Contenidos: “… of the deployed unlearning algorithm or whether the queried content was originally present in the training corpus…”
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Enhancing Reusability of Learned Skills for Robot Manipulation via Gaze Information and Motion Bottlenecks por Takizawa, Ryo, Karino, Izumi, Nakagawa, Koki, Ohmura, Yoshiyuki, Kuniyoshi, Yasuo

Tabla de Contenidos: “… to previously unseen scenarios remains a significant challenge. In this study, we propose a novel algorithm…”
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Whole-Body Model-Predictive Control of Legged Robots with MuJoCo por Zhang, John Z., Howell, Taylor A., Yi, Zeji, Pan, Chaoyi, Shi, Guanya, Qu, Guannan, Erez, Tom, Tassa, Yuval, Manchester, Zachary

Tabla de Contenidos: “… model-predictive control (MPC) of quadruped and humanoid robots: the iterative LQR (iLQR) algorithm…”
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Blind-Wayfarer: A Minimalist, Probing-Driven Framework for Resilient Navigation in Perception-Degraded Environments por Xu, Yanran, Zauner, Klaus-Peter, Tarapore, Danesh

Tabla de Contenidos: “… algorithms that relies primarily on a compass to robustly traverse complex, unstructured environments…”
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Efficient quantum simulation for translationally invariant systems por Kattemölle, Joris, Burkard, Guido

Tabla de Contenidos: “… is that it becomes possible to efficiently and optimally alleviate device connectivity constraints algorithmically…”
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DermDiff: Generative Diffusion Model for Mitigating Racial Biases in Dermatology Diagnosis por Munia, Nusrat, Imran, Abdullah-Al-Zubaer

Tabla de Contenidos: “… is crucial for effective treatment. Artificial intelligence (AI) algorithms have the potential to assist…”
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Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training por Bartoldson, Brian, Venkatraman, Siddarth, Diffenderfer, James, Jain, Moksh, Ben-Nun, Tal, Lee, Seanie, Kim, Minsu, Obando-Ceron, Johan, Bengio, Yoshua, Kailkhura, Bhavya

Tabla de Contenidos: “…. However, on-policy algorithms used for post-training are not naturally robust to a diversified content…”
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UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants por Di, Yide, Liao, Yun, Zhou, Hao, Zhu, Kaijun, Duan, Qing, Liu, Junhui, Lu, Mingyu

Tabla de Contenidos: “…, we propose a data augmentation algorithm and a staged pre-training strategy to effectively tackle…”
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Tune It Up: Music Genre Transfer and Prediction por Samet, Fidan, Bakir, Oguz, Fidan, Adnan

Tabla de Contenidos: “… models. To that end, we obtain 87.7% accuracy with Multi-layer Perceptron algorithm. To improve our style…”
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Error-Corrected Eternal Lifetime Storage por Ma, Jie, Wang, Chu-Han, Xu, Xiao-Yun, Shi, Chang-Kun, Zhang, Tian-Yu, Cheng, Ke, Zhan, Li, Jin, Xian-Min

Tabla de Contenidos: “… Tb/disc. We implement the Reed-Solomon(RS) algorithm for errorfree data recovery and get the trade…”
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Federated Structured Sparse PCA for Anomaly Detection in IoT Networks por Huang, Chenyi, Xiu, Xianchao

Tabla de Contenidos: “… this nonconvex problem in a distributed setting, we devise an efficient optimization algorithm based…”
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Contextualized Autonomous Drone Navigation using LLMs Deployed in Edge-Cloud Computing por Chen, Hongqian, Tang, Yun, Tsourdos, Antonios, Guo, Weisi

Tabla de Contenidos: “…. The research is to deploy Large Language Models (LLMs) to perform real-time contextual code adjustment…”
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