Suchergebnisse - coding (algorithm OR (algorithmics OR algorithmsssics))

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

Inhaltsangabe: “… 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 von Chickering, Kyle R.

Inhaltsangabe: “… 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 von Chemingui, Yassine, Deshwal, Aryan, Wei, Honghao, Fern, Alan, Doppa, Janardhan Rao

Inhaltsangabe: “… 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 von Wright, George, Michniewski, Slawomir, Jameson, Eleanor, Minhas, Fayyaz ul Amir Afsar

Inhaltsangabe: “… 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 von Fang, Shiyu, Zhou, Donghao, Cui, Yiming, Xu, ChengKai, Hang, Peng, Sun, Jian

Inhaltsangabe: “… . 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 von Kiyohara, Haruka, Yao, Fan, Dean, Sarah

Inhaltsangabe: “… 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 von Deka, Sukanya, Deka, Kuntal, Nguyen, Nhan Thanh, Sharma, Sanjeev, Bhatia, Vimal, Rajatheva, Nandana

Inhaltsangabe: “… 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 von Yu, Fei, Li, Yingru, Wang, Benyou

Inhaltsangabe: “… 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 von Chen, Haokun, Szyller, Sebastian, Xu, Weilin, Himayat, Nageen

Inhaltsangabe: “… 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 von Takizawa, Ryo, Karino, Izumi, Nakagawa, Koki, Ohmura, Yoshiyuki, Kuniyoshi, Yasuo

Inhaltsangabe: “… 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 von Zhang, John Z., Howell, Taylor A., Yi, Zeji, Pan, Chaoyi, Shi, Guanya, Qu, Guannan, Erez, Tom, Tassa, Yuval, Manchester, Zachary

Inhaltsangabe: “… 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 von Xu, Yanran, Zauner, Klaus-Peter, Tarapore, Danesh

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

Inhaltsangabe: “… 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 von Munia, Nusrat, Imran, Abdullah-Al-Zubaer

Inhaltsangabe: “… 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 von Bartoldson, Brian, Venkatraman, Siddarth, Diffenderfer, James, Jain, Moksh, Ben-Nun, Tal, Lee, Seanie, Kim, Minsu, Obando-Ceron, Johan, Bengio, Yoshua, Kailkhura, Bhavya

Inhaltsangabe: “… . 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 von Di, Yide, Liao, Yun, Zhou, Hao, Zhu, Kaijun, Duan, Qing, Liu, Junhui, Lu, Mingyu

Inhaltsangabe: “… , 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 von Samet, Fidan, Bakir, Oguz, Fidan, Adnan

Inhaltsangabe: “… 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 von Ma, Jie, Wang, Chu-Han, Xu, Xiao-Yun, Shi, Chang-Kun, Zhang, Tian-Yu, Cheng, Ke, Zhan, Li, Jin, Xian-Min

Inhaltsangabe: “… 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 von Huang, Chenyi, Xiu, Xianchao

Inhaltsangabe: “… 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 von Chen, Hongqian, Tang, Yun, Tsourdos, Antonios, Guo, Weisi

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