Search Results - coding (algorithmics OR (algorithm OR (algorithm OR (algorithmsssics OR algorithmsssssssics))))

Interactive Learning of Physical Object Properties Through Robot Manipulation and Database of Object Measurements by Kruzliak, Andrej, Hartvich, Jiri, Patni, Shubhan P., Rustler, Lukas, Behrens, Jan Kristof, Abu-Dakka, Fares J., Mikolajczyk, Krystian, Kyrki, Ville, Hoffmann, Matej

Table of Contents: “… probability distributions and uncertainty associated with measurement actions. The algorithm selects optimal…”
Get full text

Variational Bayesian Methods for a Tree-Structured Stick-Breaking Process Mixture of Gaussians by Application of the Bayes Codes for Context Tree Models by Nakahara, Yuta

Table of Contents: “… utilizes a subroutine in the Bayes coding algorithm for context tree models. We confirm the computational…”
Get full text

Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R Implementation by Obster, Fabian, Heumann, Christian

Table of Contents: “… this framework combined with sparse-group boosting. The group bias reduction algorithm employs a simulation-based…”
Get full text

Exploring Gamification in Quantum Computing: The Qubit Factory by Evenbly, Glen

Table of Contents: “… and entanglement. Later tasks cover important quantum algorithms and protocols including superdense coding, quantum…”
Get full text

LIONs: An Empirically Optimized Approach to Align Language Models by Yu, Xiao, Wu, Qingyang, Li, Yu, Yu, Zhou

Table of Contents: “… instruct models tuned with closed-source data and algorithms. Our code and models can be found at \url…”
Get full text

An Optimal Task Planning and Agent-aware Allocation Algorithm in Collaborative Tasks Combining with PDDL and POPF by Chen, Qiguang, Pan, Ya-Jun

Table of Contents: “… workers to replace rigid, hard-coded production line plans in industrial scenarios. This will be achieved…”
Get full text

Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning by Giammarino, Vittorio, Queeney, James, Paschalidis, Ioannis Ch.

Table of Contents: “…We propose C-LAIfO, a computationally efficient algorithm designed for imitation learning from…”
Get full text

Initial tensor construction and dependence of the tensor renormalization group on initial tensors by Nakayama, Katsumasa, Schneider, Manuel

Table of Contents: “… algorithms. Our benchmarks reveal a significant dependence of various TRG algorithms on the choice of initial…”
Get full text

A General Ambiguity Model for Binary Edge Images with Edge Tracing and its Implementation by Hennig, Markus, Leineke, Marc, Mertsching, Bärbel

Table of Contents: “… recursion, which leads to compact programming code. We explain our algorithm using pseudocode, compare…”
Get full text

Statistical modeling of quantum error propagation by Ye, Zhuoyang

Table of Contents: “…. For each circuit, I give the algorithm to construct the Error propagation space-time graph(\textbf{EPSTG…”
Get full text

Topological Methods in Machine Learning: A Tutorial for Practitioners by Coskunuzer, Baris, Akçora, Cüneyt Gürcan

Table of Contents: “… homology and the Mapper algorithm, with an emphasis on practical applications. Persistent homology captures…”
Get full text

RBoard: A Unified Platform for Reproducible and Reusable Recommender System Benchmarks by Shao, Xinyang, D'Amico, Edoardo, Fodor, Gabor, Wijaya, Tri Kurniawan

Table of Contents: “…Recommender systems research lacks standardized benchmarks for reproducibility and algorithm…”
Get full text

Stage-Wise Reward Shaping for Acrobatic Robots: A Constrained Multi-Objective Reinforcement Learning Approach by Kim, Dohyeong, Kwon, Hyeokjin, Kim, Junseok, Lee, Gunmin, Oh, Songhwai

Table of Contents: “… tasks compared to existing RL and constrained RL algorithms. Our code is available at https://github.com…”
Get full text

EntryPrune: Neural Network Feature Selection using First Impressions by Zimmer, Felix, Okanovic, Patrik, Hoefler, Torsten

Table of Contents: “…There is an ongoing effort to develop feature selection algorithms to improve interpretability…”
Get full text

Eccentricity Reduction for Quasicircular Binary Evolutions by Habib, Sarah, Scheel, Mark, Teukolsky, Saul

Table of Contents: “… for numerical simulations. Most numerical relativity codes obtain initial conditions for low-eccentricity binary…”
Get full text

Support Vector Boosting Machine (SVBM): Enhancing Classification Performance with AdaBoost and Residual Connections by Lian, Junbo Jacob

Table of Contents: “…In traditional boosting algorithms, the focus on misclassified training samples emphasizes…”
Get full text

UNIQ: Offline Inverse Q-learning for Avoiding Undesirable Demonstrations by Hoang, Huy, Mai, Tien, Varakantham, Pradeep

Table of Contents: “… that necessitates a new algorithm to address it. Our algorithm, UNIQ, tackles these challenges by building…”
Get full text

Towards a Domain-Specific Modelling Environment for Reinforcement Learning by Sinani, Natalie, Salma, Sahil, Boutot, Paul, Mustafiz, Sadaf

Table of Contents: “… in a wide range of domains. However, due to the complexity associated with machine learning algorithms…”
Get full text

Novelty-based Sample Reuse for Continuous Robotics Control by Duan, Ke, Yang, Kai, Liu, Houde, Wang, Xueqian

Table of Contents: “… the convergence rate and success rate of algorithms without significantly increasing time consumption. Our code…”
Get full text

CLAP: Concave Linear APproximation for Quadratic Graph Matching by Liang, Yongqing, Han, Huijun, Li, Xin

Table of Contents: “… can subsequently be solved using the Sinkhorn optimal transport algorithm, known for its enhanced…”
Get full text