Suchergebnisse - coding ((Algorithmssics OR Algorithmssics) OR (algorithm OR (algorithm OR algorithm)))

Reinforced Latent Reasoning for LLM-based Recommendation von Zhang, Yang, Xu, Wenxin, Zhao, Xiaoyan, Wang, Wenjie, Feng, Fuli, He, Xiangnan, Chua, Tat-Seng

Inhaltsangabe: “… is based on a modified GRPO algorithm, which reduces computational overhead during training and introduces …”
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A distillation-teleportation protocol for fault-tolerant QRAM von Dalzell, Alexander M., Gilyén, András, Hann, Connor T., McArdle, Sam, Salton, Grant, Nguyen, Quynh T., Kubica, Aleksander, Brandão, Fernando G. S. L.

Inhaltsangabe: “… algorithm. In fact, the fidelity of the device can be as low as $1/\mathrm{poly}(n)$. The protocol queries …”
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Rethinking Continual Learning with Progressive Neural Collapse von Wang, Zheng, Yu, Wanhao, Yang, Li, Lin, Sen

Inhaltsangabe: “… next develop a new CL framework by plugging ProNC into commonly used CL algorithm designs, where …”
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Writing-Zero: Bridge the Gap Between Non-verifiable Tasks and Verifiable Rewards von Jia, Ruipeng, Yang, Yunyi, Gai, Yongbo, Luo, Kai, Huang, Shihao, Lin, Jianhe, Jiang, Xiaoxi, Jiang, Guanjun

Inhaltsangabe: “… , such as mathematics and code generation. However, a significant gap remains for non-verifiable tasks, like creative …”
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UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection von Fan, Jigang, Wu, Quanlin, Luo, Shengjie, Wang, Liwei

Inhaltsangabe: “… as a discontinuous workflow, employing binary segmentation and subsequent clustering algorithms; (3 …”
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TracLLM: A Generic Framework for Attributing Long Context LLMs von Wang, Yanting, Zou, Wei, Geng, Runpeng, Jia, Jinyuan

Inhaltsangabe: “… attribution methods. To improve the efficiency, we develop an informed search based algorithm in TracLLM. We …”
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Classifying Dental Care Providers Through Machine Learning with Features Ranking von Al-Batah, Mohammad Subhi, Alzboon, Mowafaq Salem, Alqaraleh, Muhyeeddin, Abu-Arqoub, Mohammed Hasan, Marie, Rashiq Rafiq

Inhaltsangabe: “… and annotation codes in distinguishing provider types, while demographic variables (AGE_GROUP, CALENDAR_YEAR) had …”
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LLM-First Search: Self-Guided Exploration of the Solution Space von Herr, Nathan, Rocktäschel, Tim, Raileanu, Roberta

Inhaltsangabe: “… evaluate LFS on Countdown and Sudoku against three classic widely-used search algorithms, Tree-of-Thoughts …”
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The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity von Shojaee, Parshin, Mirzadeh, Iman, Alizadeh, Keivan, Horton, Maxwell, Bengio, Samy, Farajtabar, Mehrdad

Inhaltsangabe: “… insufficiently understood. Current evaluations primarily focus on established math and coding benchmarks …”
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Learnable Spatial-Temporal Positional Encoding for Link Prediction von Tieu, Katherine, Fu, Dongqi, Li, Zihao, Maciejewski, Ross, He, Jingrui

Inhaltsangabe: “… its temporal link prediction out-performance on 13 classic datasets and with 10 algorithms in both …”
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syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrum von Kammerer, Lukas, Bartlett, Deaglan J., Kronberger, Gabriel, Desmond, Harry, Ferreira, Pedro G.

Inhaltsangabe: “… baryonification algorithm. We also provide functions which describe the uncertainty on these predictions, due …”
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Intent Factored Generation: Unleashing the Diversity in Your Language Model von Ahmed, Eltayeb, Berdica, Uljad, Elliott, Martha, Horak, Danijela, Foerster, Jakob N.

Inhaltsangabe: “… and code tasks. For instruction-tuning, we combine IFG with Direct Preference Optimisation to increase …”
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ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion von Song, Yuanyi, Lyu, Pumeng, Fei, Ben, Ling, Fenghua, Ouyang, Wanli, Bai, Lei

Inhaltsangabe: “… marine meteorological research. Conventional methods face challenges due to sparse data, algorithmic …”
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DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification von Ho, Darryl, Madden, Samuel

Inhaltsangabe: “… new neural network architecture inspired by traditional time series alignment algorithms …”
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Adaptive Guidance Accelerates Reinforcement Learning of Reasoning Models von Nath, Vaskar, Lau, Elaine, Gunjal, Anisha, Sharma, Manasi, Baharte, Nikhil, Hendryx, Sean

Inhaltsangabe: “… reasoning problems with prompts and verifiable final answers across math, science, and code domains. We …”
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Acoustic Waveform Inversion with Image-to-Image Schrödinger Bridges von Stankevich, A. S., Petrov, I. B.

Inhaltsangabe: “… -based approach. The supplementary code implementing the algorithms described in this paper can be found …”
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May the Feedback Be with You! Unlocking the Power of Feedback-Driven Deep Learning Framework Fuzzing via LLMs von Yang, Shaoyu, Fang, Chunrong, Lin, Haifeng, Chen, Xiang, Liu, Jia, Chen, Zhenyu

Inhaltsangabe: “… simulated annealing algorithm to select operators for test generation, enriching test diversity. (ii) a …”
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MCN-SLAM: Multi-Agent Collaborative Neural SLAM with Hybrid Implicit Neural Scene Representation von Deng, Tianchen, Shen, Guole, Chen, Xun, Yuan, Shenghai, Shen, Hongming, Peng, Guohao, Wu, Zhenyu, Wang, Jingchuan, Xie, Lihua, Wang, Danwei, Wang, Hesheng, Chen, Weidong

Inhaltsangabe: “… . However, existing implicit SLAM algorithms are constrained to single-agent scenarios, and fall …”
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Characterization and Mitigation of Training Instabilities in Microscaling Formats von Su, Huangyuan, Kwun, Mujin, Gil, Stephanie, Kakade, Sham, Anand, Nikhil

Inhaltsangabe: “… as models scale, algorithms improve, and new data is collected. To address this, next-generation hardware …”
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Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test von Li, Ziyue, Fan, Chenrui, Zhou, Tianyi

Inhaltsangabe: “… model generalizes to limited and specified tasks during thousands epochs' training on algorithmic data …”
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