Bharathan Balaji

Orcid: 0000-0002-9490-2018

According to our database1, Bharathan Balaji authored at least 63 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
FUELVISION: A Multimodal Data Fusion and Multimodel Ensemble Algorithm for Wildfire Fuels Mapping.
CoRR, 2024

Estimation of Downed Woody Time-Lag Fuel Loadings with Multimodal Remote Sensing Data and Ensemble Machine Learning Regression Model.
Proceedings of the IGARSS 2024, 2024

OptiState: State Estimation of Legged Robots using Gated Networks with Transformer-based Vision and Kalman Filtering.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
CaML: Carbon Footprinting of Household Products with Zero-Shot Semantic Text Similarity.
Proceedings of the ACM Web Conference 2023, 2023

Economizer Optimization with Reinforcement Learning: An Industry Perspective.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Quantifying the Decarbonization Potential of Flexible Load.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Rule-based Policy Regularization for Reinforcement Learning-based Building Control.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

2022
B2RL: an open-source dataset for building batch reinforcement learning.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Safe HVAC Control via Batch Reinforcement Learning.
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

Context-Aware Streaming Perception in Dynamic Environments.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

FirePlace: Placing Firecraker Virtual Machines with Hindsight Imitation.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020
ACES: Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning.
ACM Trans. Sens. Networks, 2020

Quick Question: Interrupting Users for Microtasks with Reinforcement Learning.
CoRR, 2020

Ember: energy management of batteryless event detection sensors with deep reinforcement learning.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Ember - energy management of batteryless event detection sensors with deep reinforcement learning: demo abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

CPR: Collaborative Pairwise Ranking for Online List Recommendations.
Proceedings of the 3rd Workshop on Online Recommender Systems and User Modeling co-located with the 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

DeepRacer: Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays.
Proceedings of the 4th Conference on Robot Learning, 2020

Reinforcement Learning for the Adaptive Scheduling of Educational Activities.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems.
CoRR, 2019

DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning.
CoRR, 2019

Demo Abstract: Pible: Battery-Free Mote for Perpetual Indoor BLE Applications.
CoRR, 2019

2018
BuildingRules: A Trigger-Action-Based System to Manage Complex Commercial Buildings.
ACM Trans. Cyber Phys. Syst., 2018

Did you hear that? Adversarial Examples Against Automatic Speech Recognition.
CoRR, 2018

Scrabble: transferrable semi-automated semantic metadata normalization using intermediate representation.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

Scaling configuration of energy harvesting sensors with reinforcement learning.
Proceedings of the 6th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2018

Pible: battery-free mote for perpetual indoor BLE applications: demo abstract.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

Pible: battery-free mote for perpetual indoor BLE applications.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition.
Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking, 2018

Nurture: Notifying Users at the Right Time Using Reinforcement Learning.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
EmbedInsight: Automated Grading of Embedded Systems Assignments.
CoRR, 2017

Modeling Actuation Constraints for IoT Applications.
CoRR, 2017

AquaMote: Ultra Low Power Sensor Tag for Animal Localization and Fine Motion Tracking.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Scrabble: converting unstructured metadata into brick for many buildings.
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

Data Hub Architecture for Smart Cities.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

EchoSafe: Sonar-based Verifiable Interaction with Intelligent Digital Agents.
Proceedings of the 1st ACM Workshop on the Internet of Safe Things, 2017

PrOLoc: resilient localization with private observers using partial homomorphic encryption: demo abstract.
Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Emu: engagement modeling for user studies.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016
Software Augmented Buildings: Exploiting Existing Infrastructure to Improve Energy Efficiency and Comfort in Commercial Buildings
PhD thesis, 2016

Quiver: Using Control Perturbations to Increase the Observability of Sensor Data in Smart Buildings.
CoRR, 2016

Managing Commercial HVAC Systems: What do Building Operators Really Need?
CoRR, 2016

Genie: A Longitudinal Study Comparing Physical and Software-augmented Thermostats in Office Buildings.
CoRR, 2016

Portable Queries Using the Brick Schema for Building Applications: Demo Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Brick: Towards a Unified Metadata Schema For Buildings.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Genie: a longitudinal study comparing physical and software thermostats in office buildings.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015
HVACMeter: Apportionment of HVAC Power to Thermal Zones and Air Handler Units.
CoRR, 2015

Poster Abstract: Controlling Actuation in Central HVAC Systems in Buildings.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Zodiac: Organizing Large Deployment of Sensors to Create Reusable Applications for Buildings.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

BuildingRules: a trigger-action based system to manage complex commercial buildings.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Models, abstractions, and architectures: the missing links in cyber-physical systems.
Proceedings of the 52nd Annual Design Automation Conference, 2015

2014
BuildingSherlock: fault management framework for HVAC systems: demo abstract.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Data driven investigation of faults in HVAC systems with model, cluster and compare (MCC).
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

2013
Sentinel: occupancy based HVAC actuation using existing WiFi infrastructure within commercial buildings.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

ZonePAC: Zonal Power Estimation and Control via HVAC Metering and Occupant Feedback.
Proceedings of the BuildSys 2013, 2013

2012
A wi-fi based occupancy sensing approach to smart energy in commercial office buildings.
Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

Accurate Characterization of the Variability in Power Consumption in Modern Mobile Processors.
Proceedings of the 2012 Workshop on Power-Aware Computing Systems, HotPower'12, 2012

2011
Managing plug-loads for demand response within buildings.
Proceedings of the BuildSys 2011, 2011

Duty-cycling buildings aggressively: The next frontier in HVAC control.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

2010
Occupancy-driven energy management for smart building automation.
Proceedings of the BuildSys'10, 2010

A Novel Power Saving Strategy for Greening IEEE 802.11 Based Wireless Networks.
Proceedings of the Global Communications Conference, 2010


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