Search Results - (endedededededededededededeDecoding OR (endedededededededededededeDecoding OR coding)) algorithm

Lossless Model Compression via Joint Low-Rank Factorization Optimization by Zhang, Boyang, Cheng, Daning, Zhang, Yunquan, Liu, Fangming, Tian, Jiake

Table of Contents: “… on the above analysis, we propose two optimization algorithms: \textbf{a lossless optimization algorithm…”
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Outlier-Robust Training of Machine Learning Models by Talak, Rajat, Georgiou, Charis, Shi, Jingnan, Carlone, Luca

Table of Contents: “… learning models with outliers. The algorithm iteratively trains the model by using a weighted version…”
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EIQP: Execution-time-certified and Infeasibility-detecting QP Solver by Wu, Liang, Xiao, Wei, Braatz, Richard D.

Table of Contents: “… that the employed QP algorithm can either return a solution within a predefined level of optimality or detect QP…”
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Balanced connected partitions of edge-weighted graphs: Hardness and solving methods by Davari, Morteza, Moura, Phablo F. S., Yaman, Hande

Table of Contents: “… methods. The source code of the complete implementation of the proposed algorithms is also available. …”
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Rethinking Few-Shot Image Fusion: Granular Ball Priors Enable General-Purpose Deep Fusion by Deng, Minjie, Wei, Yan, Wu, An, Ouyang, Yuncan, Zhai, Hao, Peng, Qianyao

Table of Contents: “… handcrafted priors at the algorithmic level and estimate their confidence. Based on this idea, we couple…”
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ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts by Pang, Jing-Cheng, Li, Kaiyuan, Wang, Yidi, Yang, Si-Hang, Jiang, Shengyi, Yu, Yang

Table of Contents: “… algorithms that leverage both real rollouts and LLM-imaginary rollouts. The key features of ImagineBench…”
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The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm by Chen, Jiale, Shabanzadeh, Yalda, Crnčević, Elvir, Hoefler, Torsten, Alistarh, Dan

Table of Contents: “…, GPTQ is mathematically identical to Babai's nearest plane algorithm for the classical closest vector…”
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Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study by Li, Mocheng, Yan, Xiao, Lu, Baotong, Zhang, Yue, Cheng, James, Ma, Chenhao

Table of Contents: “… known as Filtering Approximate Nearest Neighbor (Filtering ANN) search. Since many of these algorithms…”
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Dictionary learning methods for brain activity mapping with MEG data by Calvetti, Daniela, Somersalo, Erkki

Table of Contents: “…, investigating the performance of a recently proposed Bayesian dictionary learning (BDL) algorithm for brain…”
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Planetary Terrain Datasets and Benchmarks for Rover Path Planning by Chancán, Marvin, Banerjee, Avijit, Nikolakopoulos, George

Table of Contents: “… algorithms, in a unified framework, and evaluate them on our proposed datasets and on a popular planning…”
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Empirical Evaluation of SMOTE in Android Malware Detection with Machine Learning: Challenges and Performance in CICMalDroid 2020 by Duarte, Diego Ferreira, Bortoli, Andre Augusto

Table of Contents: “… to automate and accelerate the discovery of these threats. This work tests ML algorithms in detecting…”
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Discovering Multiagent Learning Algorithms with Large Language Models by Li, Zun, Schultz, John, Hennes, Daniel, Lanctot, Marc

Table of Contents: “… games has historically depended on the manual, iterative refinement of algorithmic baselines. Recently…”
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Econometric vs. Causal Structure-Learning for Time-Series Policy Decisions: Evidence from the UK COVID-19 Policies by Petrungaro, Bruno, Constantinou, Anthony C.

Table of Contents: “… and traditional causal ML algorithms. We seek to understand if there are lessons to be incorporated into causal ML…”
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ResearchEVO: An End-to-End Framework for Automated Scientific Discovery and Documentation by Zhao, Zhe, Wen, Haibin, Ma, Jiaming, Zhan, Jiachang, Xu, Tianyi, Wei, Ye, Zhang, Qingfu

Table of Contents: “… LLM-guided bi-dimensional co-evolution -- simultaneously optimizing both algorithmic logic and overall…”
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AngstromPro: A versatile software for massive N-dimensional STM data management, visualization and in-depth analysis by Zhao, Huiyu, Yan, Jiahao, Dawson, Catherine, Yang, Haitao, Gao, Hong-Jun

Table of Contents: “… separates graphical user interface components from data processing algorithms, a strategy that enhances code…”
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Sequential Decoding of Convolutional Codes for Synchronization Errors by Banerjee, Anisha, Lenz, Andreas, Wachter-Zeh, Antonia

Table of Contents: “… for convolutional codes over channels that are prone to insertion, deletion, and substitution errors, is described…”
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Secure Short-Packet Transmission with Aerial Relaying: Blocklength and Trajectory Co-Design by Mamaghani, Milad Tatar, Zhou, Xiangyun, Yang, Nan, Swindlehurst, A. Lee

Table of Contents: “… throughput performance of the system by carefully designing key parameters such as the coding blocklengths…”
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Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model by Liu, Fei, Tong, Xialiang, Yuan, Mingxuan, Lin, Xi, Luo, Fu, Wang, Zhenkun, Lu, Zhichao, Zhang, Qingfu

Table of Contents: “…. They are then translated into executable codes by LLMs. The evolution of both thoughts and codes in an evolutionary search…”
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Limits of Transformer Language Models on Learning to Compose Algorithms by Thomm, Jonathan, Camposampiero, Giacomo, Terzic, Aleksandar, Hersche, Michael, Schölkopf, Bernhard, Rahimi, Abbas

Table of Contents: “… feedforward models. We open source our code at https://github.com/IBM/limitations-lm-algorithmic-compositional…”
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Reading Rational Univariate Representations on lexicographic Groebner bases by Demin, Alexander, Rouillier, Fabrice, Ruiz, Joao

Table of Contents: “… that one can use the same core as the well known FGLM method to propose a simple algorithm. Our first…”
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