Tanya Veeravalli
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View article: Revisiting Stochastic Realization Theory using Functional Itô Calculus
Revisiting Stochastic Realization Theory using Functional Itô Calculus Open
This paper considers the problem of constructing finite-dimensional state space realizations for stochastic processes that can be represented as the outputs of a certain type of a causal system driven by a continuous semimartingale input p…
View article: Revisiting Stochastic Realization Theory using Functional Itô Calculus
Revisiting Stochastic Realization Theory using Functional Itô Calculus Open
View article: A Constructive Approach to Function Realization by Neural Stochastic Differential Equations
A Constructive Approach to Function Realization by Neural Stochastic Differential Equations Open
The problem of function approximation by neural dynamical systems has typically been approached in a top-down manner: Any continuous function can be approximated to an arbitrary accuracy by a sufficiently complex model with a given archite…
View article: Nonlinear controllability and function representation by neural stochastic differential equations
Nonlinear controllability and function representation by neural stochastic differential equations Open
There has been a great deal of recent interest in learning and approximation of functions that can be expressed as expectations of a given nonlinearity with respect to its random internal parameters. Examples of such representations includ…
View article: smartSDH: An Experimental Study of Mechanism-Based Building Control
smartSDH: An Experimental Study of Mechanism-Based Building Control Open
As Internet of Things technologies are increasingly being deployed, situations frequently arise where multiple stakeholders must reconcile preferences to control a shared resource. We perform a five-month long experiment dubbed “smartSDH” …
View article: The Twelvefold Way of Non-Sequential Lossless Compression
The Twelvefold Way of Non-Sequential Lossless Compression Open
Many information sources are not just sequences of distinguishable symbols but rather have invariances governed by alternative counting paradigms such as permutations, combinations, and partitions. We consider an entire classification of t…
View article: smartSDH: A Mechanism Design Approach to Building Control.
smartSDH: A Mechanism Design Approach to Building Control. Open
As Internet of Things (IoT) technologies are increasingly being deployed, situations frequently arise where multiple stakeholders must reconcile preferences to control a shared resource. We perform a 5-month long experiment dubbed (carrie…
View article: smartSDH: An Experimental Study of Mechanism Based Building Control
smartSDH: An Experimental Study of Mechanism Based Building Control Open
As Internet of Things (IoT) technologies are increasingly being deployed, situations frequently arise where multiple stakeholders must reconcile preferences to control a shared resource. We perform a 5-month long experiment dubbed 'smartSD…
View article: A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks
A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks Open
Energy game-theoretic frameworks have emerged to be a successful strategy to encourage energy efficient behavior in large scale by leveraging human-in-the-loop strategy. A number of such frameworks have been introduced over the years which…
View article: Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure Open
In this paper, we propose a gamification approach as a novel framework for smart building infrastructure with the goal of motivating human occupants to reconsider personal energy usage and to have positive effects on their environment. Hum…
View article: Segmentation Analysis in Human Centric Cyber-Physical Systems using\n Graphical Lasso
Segmentation Analysis in Human Centric Cyber-Physical Systems using\n Graphical Lasso Open
A generalized gamification framework is introduced as a form of smart\ninfrastructure with potential to improve sustainability and energy efficiency\nby leveraging humans-in-the-loop strategy. The proposed framework enables a\nHuman-Centri…
View article: Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso
Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso Open
A generalized gamification framework is introduced as a form of smart infrastructure with potential to improve sustainability and energy efficiency by leveraging humans-in-the-loop strategy. The proposed framework enables a Human-Centric C…
View article: A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University Open
The implementation of smart building technology in the form of smart infrastructure applications has great potential to improve sustainability and energy efficiency by leveraging humans-in-the-loop strategy. However, human preference in re…
View article: A Deep Learning and Gamification Approach to Energy Conservation at\n Nanyang Technological University
A Deep Learning and Gamification Approach to Energy Conservation at\n Nanyang Technological University Open
The implementation of smart building technology in the form of smart\ninfrastructure applications has great potential to improve sustainability and\nenergy efficiency by leveraging humans-in-the-loop strategy. However, human\npreference in…