Olga Saukh

Orcid: 0000-0001-7849-3368

According to our database1, Olga Saukh authored at least 67 papers between 2005 and 2023.

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Bibliography

2023
NET-IT: A Next Generation Intelligent Network Research Agenda.
ERCIM News, 2023

REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints.
CoRR, 2023

Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images.
CoRR, 2023

Representing Input Transformations by Low-Dimensional Parameter Subspaces.
CoRR, 2023

The Role of Pre-training Data in Transfer Learning.
CoRR, 2023


Mitigating Distribution Shifts in Pollen Classification from Microscopic Images Using Geometric Data Augmentations.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

REPAIR: REnormalizing Permuted Activations for Interpolation Repair.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Escaping Adversarial Attacks with Egyptian Mirrors.
Proceedings of the 2nd ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network, 2023

2022
SensorFormer: Efficient Many-to-Many Sensor Calibration With Learnable Input Subsampling.
IEEE Internet Things J., 2022

Studying the impact of magnitude pruning on contrastive learning methods.
CoRR, 2022

Understanding the effect of sparsity on neural networks robustness.
CoRR, 2022

Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images.
CoRR, 2022

Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin and Eosin-Stained Histological Images.
Proceedings of the Applications of Medical Artificial Intelligence, 2022

To Share or Not to Share: On Location Privacy in IoT Sensor Data.
Proceedings of the Seventh IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2022

The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Exploring Co-dependency of IoT Data Quality and Model Robustness in Precision Cattle Farming.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Compensating Altered Sensitivity of Duty-Cycled MOX Gas Sensors with Machine Learning.
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

TIP-Air: Tracking Pollution Transfer for Accurate Air Quality Prediction.
Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Towards On-demand Gas Sensing.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

Transferable Models to Understand the Impact of Lockdown Measures on Local Air Quality.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2020
Interpretable and Transferable Models to Understand the Impact of Lockdown Measures on Local Air Quality.
CoRR, 2020

Localization from activity sensor data: poster abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Pollen video library for benchmarking detection, classification, tracking and novelty detection tasks: dataset.
Proceedings of the DATA@SenSys 2020: Proceedings of the Third Workshop on Data: Acquisition To Analysis, 2020

Automated Pollen Detection with an Affordable Technology.
Proceedings of the 2020 International Conference on Embedded Wireless Systems and Networks, 2020

2019
Class-dependent Compression of Deep Neural Networks.
CoRR, 2019

<i>Quantle</i>: fair and honest presentation coach in your pocket.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

An automated real-time and affordable airborne pollen sensing system: poster abstract.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

Embracing Opportunities of Livestock Big Data Integration with Privacy Constraints.
Proceedings of the 9th International Conference on the Internet of Things, 2019

Deep and Efficient Impact Models for Edge Characterization and Control of Energy Events.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

2018
Synchronization Games in P2P Energy Trading.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Capturing Inhalation Efficiency with Acoustic Sensors in Mobile Phones.
Proceedings of the 7th International Workshop on Real-World Embedded Wireless Systems and Networks, 2018

2017
SCAN: Multi-Hop Calibration for Mobile Sensor Arrays.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

BARTON: Low Power Tongue Movement Sensing with In-Ear Barometers.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

2016
Pre-Deployment Testing, Augmentation and Calibration of Cross-Sensitive Sensors.
Proceedings of the International Conference on Embedded Wireless Systems and Networks, 2016

2015
Reducing multi-hop calibration errors in large-scale mobile sensor networks.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Health-optimal routing in urban areas.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

2014
Route selection for mobile sensor nodes on public transport networks.
J. Ambient Intell. Humaniz. Comput., 2014

Pushing the spatio-temporal resolution limit of urban air pollution maps.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2014

2013
A reliable wireless nurse call system: overview and pilot results from a summer camp for teenagers with duchenne muscular dystrophy.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Revealing the limits of spatio-temporal high-resolution pollution maps.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Spatially Resolved Monitoring of Radio-Frequency Electromagnetic Fields.
Proceedings of First International Workshop on Sensing and Big Data Mining, 2013

On Rendezvous in Mobile Sensing Networks.
Proceedings of the Real-World Wireless Sensor Networks, 2013

Model-Driven Accuracy Bounds for Noisy Sensor Readings.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

2012
Route selection for mobile sensors with checkpointing constraints.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Visualizing large sensor network data sets in space and time with vizzly.
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012

On-the-Fly Calibration of Low-Cost Gas Sensors.
Proceedings of the Wireless Sensor Networks - 9th European Conference, 2012

Sensing the Air We Breathe - The OpenSense Zurich Dataset.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Boreas: Efficient Synchronization for Scalable Emulation of Sensor Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

Efficient network flooding and time synchronization with Glossy.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

TinyLTS: Efficient network-wide Logging and Tracing System for TinyOS.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010
On boundary recognition without location information in wireless sensor networks.
ACM Trans. Sens. Networks, 2010

2009
Efficient algorithms for structuring wireless sensor networks.
PhD thesis, 2009

Talk to Me! On Interacting with Wireless Sensor Nodes.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

Enlighten Me! Secure Key Assignment in Wireless Sensor Networks.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

2008
Sensor-Based Clustering for Indoor Applications.
Proceedings of the Fifth Annual IEEE Communications Society Conference on Sensor, 2008

On Boundary Recognition without Location Information in Wireless Sensor Networks.
Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008

MoteFinder: a deployment tool for sensor networks.
Proceedings of the workshop on Real-world wireless sensor networks, 2008

Time-Bounded and Space-Bounded Sensing in Wireless Sensor Networks.
Proceedings of the Distributed Computing in Sensor Systems, 2008

Integrating sensor networks in pervasive computing environments using symbolic coordinates.
Proceedings of the Third International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2008), 2008

2007
Versatile Support for Efficient Neighborhood Data Sharing.
Proceedings of the Wireless Sensor Networks, 2007

Removing the memory limitations of sensor networks with flash-based virtual memory.
Proceedings of the 2007 EuroSys Conference, Lisbon, Portugal, March 21-23, 2007, 2007

2006
Generic Model and Architecture for Cooperating Objects in Sensor Network Environments.
Afr. J. Inf. Commun. Technol., 2006

TinyXXL: Language and Runtime Support for Cross-Layer Interactions.
Proceedings of the Third Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks, 2006

Generic Routing Metric and Policies for WSNs.
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006

FlexCup: A Flexible and Efficient Code Update Mechanism for Sensor Networks.
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006

2005
Management and configuration issues for sensor networks.
Int. J. Netw. Manag., 2005


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