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

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

Table of Contents: “… 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 by Chickering, Kyle R.

Table of Contents: “… 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 by Chemingui, Yassine, Deshwal, Aryan, Wei, Honghao, Fern, Alan, Doppa, Janardhan Rao

Table of Contents: “… 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 by Wright, George, Michniewski, Slawomir, Jameson, Eleanor, Minhas, Fayyaz ul Amir Afsar

Table of Contents: “… 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 by Fang, Shiyu, Zhou, Donghao, Cui, Yiming, Xu, ChengKai, Hang, Peng, Sun, Jian

Table of Contents: “…. 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 by Kiyohara, Haruka, Yao, Fan, Dean, Sarah

Table of Contents: “… 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 by Deka, Sukanya, Deka, Kuntal, Nguyen, Nhan Thanh, Sharma, Sanjeev, Bhatia, Vimal, Rajatheva, Nandana

Table of Contents: “… 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 by Yu, Fei, Li, Yingru, Wang, Benyou

Table of Contents: “… 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 by Chen, Haokun, Szyller, Sebastian, Xu, Weilin, Himayat, Nageen

Table of Contents: “… 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 by Takizawa, Ryo, Karino, Izumi, Nakagawa, Koki, Ohmura, Yoshiyuki, Kuniyoshi, Yasuo

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

Table of Contents: “… 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 by Xu, Yanran, Zauner, Klaus-Peter, Tarapore, Danesh

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

Table of Contents: “… 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 by Munia, Nusrat, Imran, Abdullah-Al-Zubaer

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

Table of Contents: “…. 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 by Di, Yide, Liao, Yun, Zhou, Hao, Zhu, Kaijun, Duan, Qing, Liu, Junhui, Lu, Mingyu

Table of Contents: “…, 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 by Samet, Fidan, Bakir, Oguz, Fidan, Adnan

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

Table of Contents: “… 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 by Huang, Chenyi, Xiu, Xianchao

Table of Contents: “… 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 by Chen, Hongqian, Tang, Yun, Tsourdos, Antonios, Guo, Weisi

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