Risultati della ricerca - coding (algorithm OR (algorithmics OR (Algorithmssssics OR algorithmssssics)))

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

Sommario: “... Uncertainty-aware Active Learner). CUAL leverages an uncertainty estimation algorithm to prioritize active...”
Testo

A Quasilinear Algorithm for Computing Higher-Order Derivatives of Deep Feed-Forward Neural Networks di Chickering, Kyle R.

Sommario: “... activation function. We validate our algorithm empirically across a range of depths, widths, and number...”
Testo

Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning di Chemingui, Yassine, Deshwal, Aryan, Wei, Honghao, Fern, Alan, Doppa, Janardhan Rao

Sommario: “... around existing offline RL algorithms. During training, CAPS uses offline data to learn multiple policies...”
Testo

DepoRanker: A Web Tool to predict Klebsiella Depolymerases using Machine Learning di Wright, George, Michniewski, Slawomir, Jameson, Eleanor, Minhas, Fayyaz ul Amir Afsar

Sommario: “... algorithm to rank proteins by their likelihood of being depolymerases. The model was experimentally...”
Testo

Recognize then Resolve: A Hybrid Framework for Understanding Interaction and Cooperative Conflict Resolution in Mixed Traffic di Fang, Shiyu, Zhou, Donghao, Cui, Yiming, Xu, ChengKai, Hang, Peng, Sun, Jian

Sommario: “.... 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 di Kiyohara, Haruka, Yao, Fan, Dean, Sarah

Sommario: “... 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 di Deka, Sukanya, Deka, Kuntal, Nguyen, Nhan Thanh, Sharma, Sanjeev, Bhatia, Vimal, Rajatheva, Nandana

Sommario: “... by transforming complex iterative algorithms into structured layers of deep neural networks (DNNs). This approach...”
Testo

Robust Search with Uncertainty-Aware Value Models for Language Model Reasoning di Yu, Fei, Li, Yingru, Wang, Benyou

Sommario: “... Thompson Sampling, an efficient algorithm that selects candidates based on their probability of being...”
Testo

Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models di Chen, Haokun, Szyller, Sebastian, Xu, Weilin, Himayat, Nageen

Sommario: “... of the deployed unlearning algorithm or whether the queried content was originally present in the training corpus...”
Testo

Enhancing Reusability of Learned Skills for Robot Manipulation via Gaze Information and Motion Bottlenecks di Takizawa, Ryo, Karino, Izumi, Nakagawa, Koki, Ohmura, Yoshiyuki, Kuniyoshi, Yasuo

Sommario: “... to previously unseen scenarios remains a significant challenge. In this study, we propose a novel algorithm...”
Testo

Whole-Body Model-Predictive Control of Legged Robots with MuJoCo di Zhang, John Z., Howell, Taylor A., Yi, Zeji, Pan, Chaoyi, Shi, Guanya, Qu, Guannan, Erez, Tom, Tassa, Yuval, Manchester, Zachary

Sommario: “... model-predictive control (MPC) of quadruped and humanoid robots: the iterative LQR (iLQR) algorithm...”
Testo

Blind-Wayfarer: A Minimalist, Probing-Driven Framework for Resilient Navigation in Perception-Degraded Environments di Xu, Yanran, Zauner, Klaus-Peter, Tarapore, Danesh

Sommario: “... algorithms that relies primarily on a compass to robustly traverse complex, unstructured environments...”
Testo

Efficient quantum simulation for translationally invariant systems di Kattemölle, Joris, Burkard, Guido

Sommario: “... is that it becomes possible to efficiently and optimally alleviate device connectivity constraints algorithmically...”
Testo

DermDiff: Generative Diffusion Model for Mitigating Racial Biases in Dermatology Diagnosis di Munia, Nusrat, Imran, Abdullah-Al-Zubaer

Sommario: “... is crucial for effective treatment. Artificial intelligence (AI) algorithms have the potential to assist...”
Testo

Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training di Bartoldson, Brian, Venkatraman, Siddarth, Diffenderfer, James, Jain, Moksh, Ben-Nun, Tal, Lee, Seanie, Kim, Minsu, Obando-Ceron, Johan, Bengio, Yoshua, Kailkhura, Bhavya

Sommario: “.... However, on-policy algorithms used for post-training are not naturally robust to a diversified content...”
Testo

UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants di Di, Yide, Liao, Yun, Zhou, Hao, Zhu, Kaijun, Duan, Qing, Liu, Junhui, Lu, Mingyu

Sommario: “..., we propose a data augmentation algorithm and a staged pre-training strategy to effectively tackle...”
Testo

Tune It Up: Music Genre Transfer and Prediction di Samet, Fidan, Bakir, Oguz, Fidan, Adnan

Sommario: “... models. To that end, we obtain 87.7% accuracy with Multi-layer Perceptron algorithm. To improve our style...”
Testo

Error-Corrected Eternal Lifetime Storage di Ma, Jie, Wang, Chu-Han, Xu, Xiao-Yun, Shi, Chang-Kun, Zhang, Tian-Yu, Cheng, Ke, Zhan, Li, Jin, Xian-Min

Sommario: “... 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 di Huang, Chenyi, Xiu, Xianchao

Sommario: “... this nonconvex problem in a distributed setting, we devise an efficient optimization algorithm based...”
Testo

Contextualized Autonomous Drone Navigation using LLMs Deployed in Edge-Cloud Computing di Chen, Hongqian, Tang, Yun, Tsourdos, Antonios, Guo, Weisi

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