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https://jmlr.org/papers/v23/21-0368.html Approximation and Optimization Theory for Linear Continuous-Time Recurrent Neural Networks optimization theory continuous time approximation https://openreview.net/forum?id=aUX5Plaq7Oy Learning continuous-time PDEs from sparse data with graph neural networks | OpenReview The behavior of many dynamical systems follow complex, yet still unknown partial differential equations (PDEs). While several machine learning methods have... graph neural networks continuous time https://research.google/pubs/score-based-continuous-time-discrete-diffusion-models/ Score-based Continuous-time Discrete Diffusion Models continuous time score based discrete diffusion https://www.analog.com/en/resources/design-notes/add-digital-adjustment-to-continuoustime-filters.html Add Digital Adjustment to Continuous-Time Filters | Analog Devices Adding digital-to-analog converters (DACs) provides digital tuning to continuous-time filters. dual filter, dual op amp, and dual DAC an adjustable bandpass... continuous time add digital adjustment filters https://jmlr.org/papers/v26/23-1396.html Losing Momentum in Continuous-time Stochastic Optimisation continuous time losing momentum stochastic optimisation https://www.muni.cz/vyzkum/publikace/1317666 Optimizing Performance of Continuous-Time Stochastic Systems Using Timeout Synthesis | Masarykova... optimizing performance continuous time stochastic systems https://www.kth.se/forskning/kalender/consistency-and-efficiency-in-continuous-time-system-identification-1.983210?date=2020-06-04&orgdate=2020-04-26&length=1&orglength=250 Consistency and efficiency in continuous-time system identification | KTH continuous time system identification consistency efficiency kth https://ideas.repec.org/p/nbr/nberwo/5346.html Testing Continuous-Time Models of the Spot Interest Rate Downloadable! Different continuous-time models for interest rates coexist in the literature. We test parametric models by comparing their implied parametric... continuous time of the testing models spot https://openreview.net/forum?id=BRW0MKJ7Rr Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning | OpenReview When decisions are made at high frequency, traditional reinforcement learning (RL) methods struggle to accurately estimate action values. In turn, their... continuous time reinforcement learning action gaps advantages https://openreview.net/forum?id=oGJFcWGePV Continuous-time Graph Representation with Sequential Survival Process | OpenReview Over the past two decades, there has been a tremendous increase in the growth of representation learning methods for graphs, with numerous applications across... continuous time graph representation sequential survival process https://www.mathworks.com/help/sps/ref/smac2c.html SM AC2C - Discrete- or continuous-time synchronous machine AC2C or AC2A excitation system including... The SM AC2C block implements a synchronous machine (SM) AC2C excitation system model in conformance with IEEE Std 421.5-2016 [1]. continuous time https://openreview.net/forum?id=ake1XpIrDKN Variational Inference for Continuous-Time Switching Dynamical Systems | OpenReview Switching dynamical systems provide a powerful, interpretable modeling framework for inference in time-series data in, e.g., the natural sciences or... variational inference continuous time dynamical systems switching openreview https://openreview.net/forum?id=AIwAtZzM3v Robust Multi-Agent Pathfinding with Continuous Time | OpenReview Multi-Agent Pathfinding (MAPF) is the problem of finding plans for multiple agents such that every agent moves from its start location to its goal location... multi agent pathfinding continuous time robust openreview https://deepai.org/publication/bayesian-nonparametric-clustering-of-continuous-time-hidden-markov-models-for-health-trajectories Bayesian Nonparametric Clustering of Continuous-Time Hidden Markov Models for Health Trajectories |... Jun 24, 2019 - 06/24/19 - We develop clustering procedures for healthcare trajectories based on a continuous-time hidden Markov model and a generalized line... hidden markov models continuous time https://arxiv.org/abs/1807.09641 [1807.09641] Continuous-Time Markov Decisions based on Partial Exploration Abstract page for arXiv paper 1807.09641: Continuous-Time Markov Decisions based on Partial Exploration continuous time 1807 markov decisions based https://openreview.net/forum?id=UXtLrsG4Rf Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic... We present a new representation learning framework, Intensity Profile Projection, for continuous-time dynamic network data. Given triples $(i,j,t)$, each... continuous time representation learning intensity profile projection https://www.mathworks.com/help/sps/ref/smac5c.html SM AC5C - Discrete- or continuous-time synchronous machine AC5C or AC5A excitation system including... The SM AC5C block implements a synchronous machine (SM) AC5C excitation system model in conformance with IEEE Std 421.5-2016 [1]. continuous time https://openreview.net/forum?id=LyJi5ugyJx Simplifying, Stabilizing and Scaling Continuous-time Consistency Models | OpenReview Consistency models (CMs) are a powerful class of diffusion-based generative models optimized for fast sampling. Most existing CMs are trained using discretized... continuous time simplifying stabilizing scaling consistency https://arxiv.org/abs/1405.7315 [1405.7315] Turbulent pair dispersion as a continuous-time random walk Abstract page for arXiv paper 1405.7315: Turbulent pair dispersion as a continuous-time random walk as a continuous time 1405 7315 turbulent https://openreview.net/forum?id=c-4HSDAWua5 SketchODE: Learning neural sketch representation in continuous time | OpenReview Learning meaningful representations for chirographic drawing data such as sketches, handwriting, and flowcharts is a gateway for understanding and emulating... continuous time learning neural sketch representation https://www.mathworks.com/help/ident/ref/c2doptions.html c2dOptions - Specify discretization method for continuous-time to discrete-time conversions - MATLAB Use c2dOptions to specify the discretization method and associated quantities for discretizing models with c2d. discretization method continuous time specify https://sites.google.com/view/continuous-time-methods-icml/contact Continuous time methods ICML 2022 - Contact For questions regarding the workshop, please reach out to icml_continuous_time_methods_2022@googlegroups.com continuous time methods icml 2022 https://www.mathworks.com/help/stateflow/ug/about-continuous-time-modeling.html Continuous-Time Modeling in Stateflow - MATLAB & Simulink Simulate systems that exhibit modal behavior in continuous time. continuous time modeling stateflow matlab simulink https://deepai.org/publication/significant-ties-graph-neural-networks-for-continuous-time-temporal-networks-modeling Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling | DeepAI Nov 12, 2022 - 11/12/22 - Temporal networks are suitable for modeling complex evolving systems. It has a wide range of applications, such as social network ... graph neural networks continuous time significant ties https://www.deutsche-digitale-bibliothek.de/item/ZCIQS3YQSYFEWHCI7YTFEDOD2HZ5LQLF Lyapunov based continuous-time nonlinear controller redesign for sampled-data implementation -... continuous time nonlinear controller lyapunov based https://ideas.repec.org/a/eee/jbfina/v28y2004i11p2575-2602.html Confidence sets for continuous-time rating transition probabilities Downloadable (with restrictions)! No abstract is available for this item. continuous time confidence sets rating transition https://deepai.org/publication/continuous-time-modelling-of-behavioural-responses-in-animal-movement Continuous-time modelling of behavioural responses in animal movement | DeepAI Dec 19, 2022 - 12/19/22 - There is great interest in ecology to understand how wild animals are affected by anthropogenic disturbances, such as sounds. Beha... continuous time animal movement modelling behavioural responses https://ideas.repec.org/p/hal/journl/hal-00424799.html Continuous-Time Overlapping Generations Models Downloadable! Age structured populations are studied in economics through overlapping generations models. These models allow for a realistic characterization... continuous time overlapping generations models https://openreview.net/forum?id=zAHFC2LNEe Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs | OpenReview Recent research on Deep Graph Networks (DGNs) has broadened the domain of learning on graphs to real-world systems of interconnected entities that evolve over... continuous time dynamic graphs effective non dissipative https://github.com/jiaqima/SODEN GitHub - jiaqima/SODEN: SODEN: A Scalable Continuous-Time Survival Model through Ordinary... SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks - jiaqima/SODEN continuous time survival model github soden scalable https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2017.00034/full Frontiers | Integration of Continuous-Time Dynamics in a Spiking Neural Network Simulator Contemporary modeling approaches to the dynamics of neural networks include two important classes of models: biologically grounded spiking neuron models and ... spiking neural network continuous time https://www.scirp.org/journal/PaperInformation?PaperID=35892 Recursive Estimation for Continuous Time Stochastic Volatility Models Using the Milstein... Optimal as well as recursive parameter estimation for semimartingales had been studied in [1,2]. Recently, there has been a growing interest in modelling... continuous time stochastic volatility recursive estimation https://speakerdeck.com/leodido/continuous-time-bayesian-network-classifiers Continuous Time Bayesian Network Classifiers - Speaker Deck CTBNCs are a probabilistic model designed for temporal classification of multivariate data streams. M.Sc Thesis. continuous time bayesian network classifiers speaker deck https://arxiv.org/abs/2311.15635 [2311.15635] Discretization of continuous-time arbitrage strategies in financial markets with... Abstract page for arXiv paper 2311.15635: Discretization of continuous-time arbitrage strategies in financial markets with fractional Brownian motion continuous time https://openreview.net/forum?id=rN99gLCBe4 Continuous-time Analysis of Anchor Acceleration | OpenReview Recently, the anchor acceleration, an acceleration mechanism distinct from Nesterov's, has been discovered for minimax optimization and fixed-point problems,... continuous time analysis anchor acceleration openreview https://docs.google.com/presentation/d/1cpMhiS6RMszXWBIzSQjs3VtqrtuSXsg2T1pEXpuXTrc/edit BayOpt18 | Continuous-Time Dynamics for Stochastic Optimization - Google Slides Continuous-time dynamics for Stochastic Optimization Bay Area Optimization Meeting Walid Krichene Google Research walidk@google.com continuous time stochastic optimization dynamics google slides https://www.mathworks.com/help/sps/ref/smac8c.html SM AC8C - Discrete- or continuous-time synchronous machine AC8C or AC8B excitation system including... The SM AC8C block implements a synchronous machine (SM) AC8C excitation system model in conformance with IEEE Std 421.5-2016 [1]. continuous time https://ideas.repec.org/p/cwl/cwldpp/1953r.html Dynamic Revenue Maximization: A Continuous Time Approach Downloadable! We characterize the profit-maximizing mechanism for repeatedly selling a non-durable good in continuous time. The valuation of each agent is... revenue maximization continuous time dynamic approach https://www.mathworks.com/help/control/ref/c2doptions.html c2dOptions - Specify discretization method for continuous-time to discrete-time conversions - MATLAB Use c2dOptions to specify the discretization method and associated quantities for discretizing models with c2d. discretization method continuous time specify https://openreview.net/forum?id=PJdMrK79Mo Sample-efficient and Scalable Exploration in Continuous-Time RL | OpenReview Reinforcement learning algorithms are typically designed for discrete-time dynamics, even though the underlying real-world control systems are often continuous... continuous time sample efficient scalable exploration https://openreview.net/forum?id=nuN1mRrrjX Cometh: A continuous-time discrete-state graph diffusion model | OpenReview Discrete-state denoising diffusion models led to state-of-the-art performance in graph generation, especially in the molecular domain. Recently, they have been... continuous time state graph diffusion model cometh discrete https://uwaterloo.ca/hybrid-systems-lab/references/convergence-analysis-continuous-time-distributed-gradient-0 Convergence Analysis of a Continuous-Time Distributed Gradient Descent Algorithm | Hybrid Systems... continuous time https://jmlr.org/papers/v25/23-0982.html From continuous-time formulations to discretization schemes: tensor trains and robust regression... continuous time https://openreview.net/forum?id=YkSKZEhIYt Discrete-state Continuous-time Diffusion for Graph Generation | OpenReview Graph is a prevalent discrete data structure, whose generation has wide applications such as drug discovery and circuit design. Diffusion generative models, as... continuous time discrete state diffusion graph https://www.kth.se/en/forskning/kalender/consistency-and-efficiency-in-continuous-time-system-identification-1.983210 Consistency and efficiency in continuous-time system identification | KTH continuous time system identification consistency efficiency kth https://www.mathworks.com/help/dsp/ug/continuous-time-signals.html Continuous-Time Signals - MATLAB & Simulink Overview of continuous-time signals. continuous time signals matlab simulink https://arxiv.org/abs/0912.0232 [0912.0232] Continuous-time quantum walk on integer lattices and homogeneous trees Abstract page for arXiv paper 0912.0232: Continuous-time quantum walk on integer lattices and homogeneous trees continuous time quantum walk https://openreview.net/forum?id=2uNlM353RI Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency | OpenReview Although continuous-time consistency models (e.g., sCM, MeanFlow) are theoretically principled and empirically powerful for fast academic-scale diffusion, its... large scale continuous time diffusion distillation via https://www.tek.com/vn/datasheet/continuous-time-linear-equalizers-(ctles)-pcie3-and-pcie4 Continuous Time Linear Equalizers (CTLEs) for PCIe3 and PCIe4 | Tektronix Tektronix offers Continuous Time Linear Equalizers (CTLEs) to correct for losses and distortions caused by high frequency transmission lines.Key performance... continuous time linear equalizers tektronix https://openreview.net/forum?id=Cdng6X2Joq&referrer=%5Bthe%20profile%20of%20Brent%20A.%20Wallace%5D(%2Fprofile%3Fid%3D~Brent_A._Wallace1) A New, Physics-Based Continuous-Time Reinforcement Learning Algorithm with Performance Guarantees |... We introduce a new, physics-based continuous-time reinforcement learning (CT-RL) algorithm for control of affine nonlinear systems, an area that enables a... a new continuous time https://openreview.net/forum?id=yWd42CWN3c Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers |... We introduce a new continuous-time sequence model based on state spaces that has properties of recurrence and convolutions and performs very well on long time... continuous time https://www.mdpi.com/2072-4292/15/2/507 Real-Time and Continuous Tracking of Total Phosphorus Using a Ground-Based Hyperspectral Proximal... Total phosphorus (TP) is the main limiting factor of eutrophication for most inland waters globally. However, the combination of the limited temporal-spatial... https://pmc.ncbi.nlm.nih.gov/articles/PMC10690435/ Cost-utility of real-time continuous glucose monitoring versus self-monitoring of blood glucose in... Clinical trials and real-world data for Type 2 diabetes have shown that real-time continuous glucose monitoring (rt-CGM) lowers glycated hemoglobin (A1c) and... continuous glucose monitoring real time https://www.teamlab.art/w/continuouslifedeath-deeptime/yorovalley/ Continuous Life and Death at the Now of Deep Time | teamLab The Yoro valley consists of vast geological strata formations.Over millions of years, an overwhelming amount of time, the flow of water has carved out layers,... life and death the now deep time continuous https://www.nist.gov/mep/successstories/2024/continuous-improvement-measures-reduce-set-inspection-time Continuous Improvement Measures Reduce Set Up & Inspection Time | NIST Oct 4, 2024 - The biggest lesson we learned from this project is the importance of employee engagement. As more employees became involved, they saw the benefits of the... continuous improvement set up inspection time measures reduce https://jmlr.org/papers/v26/23-0345.html Actor-Critic learning for mean-field control in continuous time actor critic learning for mean field control continuous https://www.postgresql.org/docs/9.2/continuous-archiving.html PostgreSQL: Documentation: 9.2: Continuous Archiving and Point-in-Time Recovery (PITR) point in time recovery 9 2 https://www.teamlab.art/de/w/continuouslifedeath-deeptime/ Continuous Life and Death at the Now of Deep Time | teamLab The Yoro valley consists of vast geological strata formations.Over millions of years, an overwhelming amount of time, the flow of water has carved out layers,... life and death the now deep time continuous