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50 documents available in our comprehensive collection of Karkhov resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Markov Exploration (tarbouriech19a-supp.pdf)
739 KBEN 14 pages
Assumption 3, the reversibility assumption, can also be removed by using a concentration result adapted from Paulin et al. (2015).
Web PageRank prediction with Markov models (vazirgiannis2008web.pdf)
187 KBEN 3 pages
inria-00260431, a multi-disciplinary open access archive, contains a research document titled "Web Page Rank Prediction with Markov Models" by Michalis...
MCMC Lecture Notes (n1998.pdf)
1.21 MBEN 166 pages
Markov Chain Monte Carlo lecture notes cover Monte Carlo methods, stochastic processes, Markov chains, and stationary stochastic processes, discussing...
STATIONARY PRODUCTIVITY ESTIMATION (AggregBanCust.pdf)
147 KBEN 8 pages
The system's operation is modeled by a random evolution in a semi-Markov medium.
Random Bits Generation (etr102.pdf)
314 KBEN 15 pages
The problem of generating random bits from a correlated random source, specifically a finite Markov chain, is addressed.
pdf (W13-2263.pdf)
524 KBEN 9 pages
A novel unsupervised word alignment model based on the Hidden Markov Tree (HMT) model is proposed, assuming alignment variables have a tree structure...
Nature-Parks-Handbook-Slovenian-LIFE4Pollinators.pdf (Nature-Parks-Handbook-Slovenian-LIFE4Pollinators.pdf)
2.46 MBNL 21 pages
Priročnik "LIFE 4 POLLINATORS" je namenjen upravljačem naravnih parkov in zavarovanih območij, ki želijo spodbuditi ohranjanje divjih čebel in drugih...
Slides (lecture_3_rl_intro.pdf)
2.17 MBEN 46 pages
Deep Reinforcement Learning notes include reminders about homework and project groups, and cover topics such as Markov decision processes, reinforcement...
Volume 2, 2020 (2.pdf)
176 KBEN 6 pages
presents a Markov model for the information environment as a communication system in the scientific sphere. Kravchenko et al.
http://www.aclweb.org/anthology/W/W11/W11-3413.pdf (W11-3413.pdf)
719 KBEN 9 pages
Two algorithms are proposed to address this issue: a Hidden Markov Model (HMM) and an n-gram model.
printer (po-f01-handout4.pdf)
2.57 MBEN 8 pages
Markov Decision Processes (MDPs) are a generalization of classical planning, used for temporal planning, numeric planning, and probabilistic planning.
pdf (H93-1109.pdf)
85 KBEN 1 page
The project aims to develop acoustic modeling techniques for speech recognition, focusing on relaxing hidden Markov model's independence assumptions.
PDF (markov-moment-problem-in-concrete-spaces-revisited.pdf)
300 KBEN 10 pages
The authors prove an application involving concrete spaces in detail and recall some multidimensional Markov moment problems on special unbounded closed...
Linguistic Models (195609-.pdf)
1.46 MBEN 12 pages
No finite-state Markov process can serve as an English grammar, and statistical approximations to English do not improve with increasing complexity.
Article (.pdf) (sal_be_fe.pdf)
233 KBEN 13 pages
The article constructs a Dirichlet form associated with the infinite-dimensional symmetrized Lévy-Laplace operator and shows its connection to a Markov...
Download PDF (18561-77-22080-1-2-20210721.pdf)
126 KBEN 5 pages
Thorsten Klößner and Jörg Hoffmann propose pattern database (PDB) heuristics for stochastic shortest-path problems (SSP), a subclass of Markov decision...
ATM Traffic Modelling (97_109.pdf)
293 KBEN 6 pages
Discrete stochastic modelling of ATM-traffic with circulant transition matrices is proposed, using a Markov Modulated Poisson Process (MMPP) to capture first...
Ice Core Analysis (cp-8-1881-2012.pdf)
2.52 MBEN 15 pages
A novel method for automated annual layer counting in ice cores using hidden Markov models (HMMs) has been developed, allowing for objective and reproducible...
Graph-Based Recommenders (chp3A10.10072F978-3-319-27729-5_3.pdf)
188 KBEN 12 pages
Researchers use graph metrics from Linked Open Data to build content-based recommender systems, exploiting path lengths, K-Step Markov approach, and weighted...
End-to-end speech recognition using lattice-free MMI (2018_interspeech_end2end.pdf)
223 KBEN 5 pages
Researchers present end-to-end training of acoustic models using lattice-free maximum mutual information (LF-MMI) in hidden Markov models, achieving comparable...
Chord Transcription System (klee-lncs08.pdf)
230 KBEN 13 pages
A system for automatic chord transcription from audio uses genre-specific hidden Markov models trained on audio-from-symbolic data, avoiding manual annotation...
![Preview of arXiv:0907.4010v1 [stat.CO] 23 Jul 2009](/images/pdf/63/3e/51/633e5171-231b-40d0-9e0b-48f760c72ff1.png)
arXiv:0907.4010v1 [stat.CO] 23 Jul 2009 (0907.4010v1.pdf)
101 KBEN 10 pages
It addresses challenges in Bayesian inference for models with censored or order-restricted parameters, where analytical computations are difficult. The methods utilize accept-reject sampling, Gibbs sampling, and Markov Chain Monte-Carlo techniques.
SPHINX-II for WSJ CSR Task (H92-1080.pdf)
596 KBEN 6 pages
The configuration used includes sex-dependent, semi-continuous, shared-distribution hidden Markov models and left context dependent between-word triphones. Issues not previously addressed were tackled in this application.
RStan Package (rstan.pdf)
330 KBEN 82 pages
R package 'rstan' provides interface to Stan, a probabilistic programming language. It enables Bayesian statistical inference via Markov Chain Monte Carlo and other methods. Version 2.32.7 is available.
Robust Classification (119_main_paper.pdf)
1.02 MBEN 10 pages
Robust collective classification resists structural attacks by enhancing graphical models. Associative Markov Networks (AMN) are studied for adversarial robustness. A bi-level program formulates the task of learning a robust AMN classifier.
pdf (P16-1164.pdf)
373 KBEN 10 pages
Researchers question the efficacy of linear-chain conditional random fields for quotation detection, proposing two new model architectures: a simple boundary...
Decentralized RL Control (06_026.pdf)
313 KBEN 7 pages
Decentralized reinforcement learning control of a robotic manipulator is investigated, emphasizing challenges and potential advantages over centralized...
Eksploatacja i Niezawodność Pojazdów Policji: Analiza Efektywności, Bezpieczeństwa i Gotowości Operacyjnej (pdf-158266-84563)
754 KBEN 8 pages
The article explores the exploitation and reliability of commercial vehicles in various sectors, focusing on efficiency and security. It compares road transport companies with emergency services like fire brigades, armies, and police, highlighting different criteria for...
CRF Introduction (wallach04conditional.pdf)
109 KBEN 9 pages
Conditional Random Fields (CRFs) are a probabilistic framework for labeling and segmenting sequential data, defining a conditional probability distribution...
pdf (O09-5001.pdf)
355 KBEN 20 pages
Researchers introduced a POS tagging method for Taiwan Southern Min, using a Taiwanese-Mandarin dictionary and 10 million words of Mandarin training data.
Stages (L1-17092017.pdf)
167 KBEN 6 pages
9 rounds, short course, 3 IPSC targets, 2 mini poppers, 2 IPSC plates, start empty.
Speech Recognition Tech (H92-1109.pdf)
73 KBEN 1 page
The program aims to develop robust continuous speech recognition techniques and systems for spoken language systems, with a focus on integrating CSR and...
Deception Detection (20180606_JSAI_tung-ng.paper.pdf)
226 KBEN 4 pages
Researchers proposed a negotiation dialog management system that detects user lies and reacts accordingly, using a doctor-patient conversation model on living...
D. Lukianov, K. Kolesnikova, O. Mezentseva, V. Rudenko. The Kübler-Ross factor in managing the performance of technical and soci (Journal-AITU_2-32-43.pdf)
2.51 MBEN 12 pages
The article proposes using the Kübler-Ross model to manage the performance of technical and socio-economic systems after critical failures.
Bayesian Climate Model (EGU2018-4637.pdf)
32 KBEN 1 page
A Bayesian model is presented for spatio-temporal climate reconstructions of the last deglaciation, using a non-stationary approach that can capture gradual...
Exploiting interaction dynamics for learning collaborative robot behaviors (Rozo-IJCAI-IML2016.pdf)
552 KBEN 7 pages
Researchers propose a framework to teach collaborative robots reactive and proactive behaviors by exploiting interaction dynamics between the robot and user,...
Label Pre-annotation (IJCLA-2014-1-pp-089-103-Label.pdf)
270 KBEN 15 pages
Researchers propose automatically pre-annotating sentences with dependency labels to alleviate annotator work when building non-projective dependency treebanks...
Stochastic Systems Simulation (30553.pdf)
32 KBEN 1 page
Course EE 511 covers stochastic systems simulation, including tools for generating and validating random models, maximum likelihood methods, Monte Carlo, and...
Archived (TKDD1304-45.pdf)
8.88 MBEN 29 pages
Researchers propose a Lifestyle-Based Clustering (LBC) scheme to group mobile phone users by their mobility behavioral patterns, analyzing trajectories of...
Pavement Management Benchmarking (26-0101.pdf)
223 KBEN 12 pages
Developing nations lack technological knowledge, often borrowing technologies from abroad, leading to huge efforts and budgets in monitoring and maintenance,...
Lecture Notes (intro-SD.pdf)
1.26 MBPT 131 pages
O texto apresenta uma introdução aos sistemas dinâmicos, abordando equações diferenciais ordinárias, mecânica celeste, sistemas dinâmicos, transformações no...
RTE Proceedings (D15-1185.pdf)
304 KBEN 6 pages
Recognizing Textual Entailment Using Probabilistic Inference:
The authors propose a method to recognize textual entailment (RTE) using predicate-argument...
Causal Discovery (481_main_paper.pdf)
609 KBEN 10 pages
Causal discovery with cycles is studied using Partial Ancestral Graphs.
The Fast Causal Inference algorithm is applied to observational data.
Correct results are obtained despite the presence of feedback loops.
Performance analysis of closed-loop-like power control for packet transmission over DS-CDMA in a multipath fading environment (04_pu_2001_kim.pdf)
253 KBEN 9 pages
It introduces the concept of packet cost, which represents how packet traffic consumes the link capacity of stream-based traffic.
Zufallszahlengeneratoren (03_RN.pdf)
198 KBDE 2 pages
Die Übung behandelt Zufallszahlen und deren Generierung mittels Pseudo-Zufallszahlengeneratoren.
Inferência Bayesiana (1_298_AC.pdf)
4.3 MBPT 12 pages
Desenvolveu-se um modelo de previsão de atrasos na liberação de componentes por parte de um fornecedor num esquema milk-run utilizando a inferência Bayesiana,...
Supplementary Note in Wasik et al. 2021 (12864_2021_7508_MOESM1_ESM.pdf)
121 KBEN 3 pages
This note describes the imputation algorithm for low-pass sequencing data in loimpute v0.18, based on the copying model by Li and Stephens (2003).
Full text (Localization of inexpensive robots with low-bandwidth sensors - Wang et al. - DARS - 2016.pdf)
1.45 MBEN 14 pages
Researchers propose a solution for localizing inexpensive robots with low-bandwidth sensors using approximate dead-reckoning and infrared sensors that measure...
Presunzione di Innocenza (ARISA2_Case-studies-report_IT.pdf)
2.7 MBIT 56 pages
La relazione esamina l'impatto della copertura mediatica sui casi criminali e la presunzione di innocenza, proponendo standard per la corretta divulgazione...
paper (LKratz_TPAMI11_preprint.pdf)
3.5 MBEN 30 pages
Tracking pedestrians in crowded scenes is challenging due to frequent partial occlusions and varying pedestrian movements.
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