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2020 – today
- 2024
[c61]Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen:
Enhancing In-context Learning via Linear Probe Calibration. AISTATS 2024: 307-315- [c60]Momin Abbas, Yi Zhou, Nathalie Baracaldo, Horst Samulowitz, Parikshit Ram, Theodoros Salonidis:
Byzantine-Resilient Bilevel Federated Learning. SAM 2024: 1-5 - [i13]Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen:
Enhancing In-context Learning via Linear Probe Calibration. CoRR abs/2401.12406 (2024) - 2023
- [c59]Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma:
Runtime Prediction of Machine Learning Algorithms in Automl Systems. ICASSP 2023: 1-5 - [c58]Vassilis Kalantzis, Georgios Kollias, Shashanka Ubaru, Theodoros Salonidis:
Accelerating Matrix Trace Estimation by Aitken's Δ2 Process. ICASSP 2023: 1-5 - [c57]Georgios Kollias, Vassilis Kalantzis, Theodoros Salonidis, Shashanka Ubaru:
Quantum Graph Transformers. ICASSP 2023: 1-5 - [c56]Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig:
Single-shot General Hyper-parameter Optimization for Federated Learning. ICLR 2023 - [c55]Md. Ibrahim Ibne Alam, Koushik Kar, Theodoros Salonidis, Horst Samulowitz:
FLASH: Automating federated learning using CASH. UAI 2023: 45-55 - 2022
- [j16]Apostolos Galanopoulos
, George Iosifidis, Theodoros Salonidis, Douglas J. Leith:
Selective Edge Computing for Mobile Analytics. IEEE Trans. Netw. Serv. Manag. 19(3): 3090-3104 (2022) - [c54]Georgios Kollias, Theodoros Salonidis, Shiqiang Wang:
Sketch to Skip and Select: Communication Efficient Federated Learning Using Locality Sensitive Hashing. FL@IJCAI 2022: 72-83 - [i12]Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith:
Selective Edge Computing for Mobile Analytics. CoRR abs/2201.02840 (2022) - [i11]Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig:
Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis. CoRR abs/2202.08338 (2022) - 2021
- [c53]Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz:
Automated Data Science for Relational Data. ICDE 2021: 2689-2692 - [i10]Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig:
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning. CoRR abs/2112.08524 (2021) - 2020
- [j15]Apostolos Galanopoulos, Theodoros Salonidis, George Iosifidis:
Cooperative Edge Computing of Data Analytics for the Internet of Things. IEEE Trans. Cogn. Commun. Netw. 6(4): 1166-1179 (2020) - [c52]Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
A Syntactic Approach for Privacy-Preserving Federated Learning. ECAI 2020: 1762-1769 - [c51]Apostolos Galanopoulos, Argyrios G. Tasiopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith:
Improving IoT Analytics through Selective Edge Execution. ICC 2020: 1-7 - [c50]Prithwish Basu, Theodoros Salonidis, Brent Kraczek, Sayed M. Saghaian N. E., Ali Sydney, Bongjun Ko, Tom La Porta, Kevin S. Chan:
Decentralized placement of data and analytics in wireless networks for energy-efficient execution. INFOCOM 2020: 486-495 - [i9]Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
Anonymizing Data for Privacy-Preserving Federated Learning. CoRR abs/2002.09096 (2020) - [i8]Apostolos Galanopoulos, Argyrios G. Tasiopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith:
Improving IoT Analytics through Selective Edge Execution. CoRR abs/2003.03588 (2020)
2010 – 2019
- 2019
- [j14]Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan:
Adaptive Federated Learning in Resource Constrained Edge Computing Systems. IEEE J. Sel. Areas Commun. 37(6): 1205-1221 (2019) - [c49]Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis, Aris Gkoulalas-Divanis, Issa Sylla, Amar Das:
Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning. AMIA 2019 - [c48]Victor Valls, George Iosifidis, Theodoros Salonidis:
Maximum Lifetime Analytics in IoT Networks. INFOCOM 2019: 1369-1377 - [c47]Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis:
Cooperative Analytics for the Internet of Things. MobiHoc 2019: 395-396 - [i7]Victor Valls, George Iosifidis, Theodoros Salonidis:
Maximum Lifetime Analytics in IoT Networks. CoRR abs/1904.09827 (2019) - [i6]Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
Differential Privacy-enabled Federated Learning for Sensitive Health Data. CoRR abs/1910.02578 (2019) - 2018
- [j13]Samta Shukla, Onkar Bhardwaj, Alhussein A. Abouzeid, Theodoros Salonidis, Ting He:
Proactive Retention-Aware Caching With Multi-Path Routing for Wireless Edge Networks. IEEE J. Sel. Areas Commun. 36(6): 1286-1299 (2018) - [j12]Dan O'Keeffe, Theodoros Salonidis, Peter R. Pietzuch:
Frontier: Resilient Edge Processing for the Internet of Things. Proc. VLDB Endow. 11(10): 1178-1191 (2018) - [j11]Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis:
Live Service Migration in Mobile Edge Clouds. IEEE Wirel. Commun. 25(1): 140-147 (2018) - [c46]Songchun Fan, Theodoros Salonidis, Benjamin C. Lee:
Swing: Swarm Computing for Mobile Sensing. ICDCS 2018: 1107-1117 - [c45]Tiffany Tuor, Shiqiang Wang, Theodoros Salonidis, Bong Jun Ko, Kin K. Leung:
Demo abstract: Distributed machine learning at resource-limited edge nodes. INFOCOM Workshops 2018: 1-2 - [c44]Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan:
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. INFOCOM 2018: 63-71 - [c43]Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis:
Optimizing data analytics in energy constrained IoT networks. WiOpt 2018: 1-8 - [i5]Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan:
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. CoRR abs/1804.05271 (2018) - 2017
- [j10]Mostafa Dehghan, Bo Jiang, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman:
On the Complexity of Optimal Request Routing and Content Caching in Heterogeneous Cache Networks. IEEE/ACM Trans. Netw. 25(3): 1635-1648 (2017) - [c42]Ahmed Salem, Theodoros Salonidis, Nirmit Desai, Tamer Nadeem:
Kinaara: Distributed Discovery and Allocation of Mobile Edge Resources. MASS 2017: 153-161 - [c41]Samta Shukla, Onkar Bhardwaj, Alhussein A. Abouzeid, Theodoros Salonidis, Ting He:
Hold'em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks. MobiHoc 2017: 24:1-24:10 - [c40]Bongjun Ko, Brent Kraczek, Theodoros Salonidis, Prithwish Basu, Kevin S. Chan, Thomas La Porta, Andreas Martens:
Physics-inspired models for agile code and data in federated edges. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [i4]Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis:
Live Service Migration in Mobile Edge Clouds. CoRR abs/1706.04118 (2017) - 2016
- [c39]Dawei Li, Theodoros Salonidis, Nirmit V. Desai, Mooi Choo Chuah:
DeepCham: Collaborative Edge-Mediated Adaptive Deep Learning for Mobile Object Recognition. SEC 2016: 64-76 - [c38]Ahmed Salem, Nirmit V. Desai, Theodoros Salonidis, Tamer Nadeem:
Poster Abstract: Resource Hunting on the Edge. SEC 2016: 83-84 - [c37]Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis:
Migrating running applications across mobile edge clouds: poster. MobiCom 2016: 435-436 - [c36]Songchun Fan, Theodoros Salonidis, Benjamin C. Lee:
A framework for collaborative sensing and processing of mobile data streams: demo. MobiCom 2016: 501-502 - [c35]Bong Jun Ko, Jorge Ortiz, Theodoros Salonidis, Maroun Touma, Dinesh C. Verma, Shiqiang Wang, Xiping Wang, David Wood:
Acoustic Signal Processing for Anomaly Detection in Machine Room Environments: Demo Abstract. BuildSys@SenSys 2016: 213-214 - [c34]Evangelia Kalyvianaki, Marco Fiscato, Theodoros Salonidis, Peter R. Pietzuch:
THEMIS: Fairness in Federated Stream Processing under Overload. SIGMOD Conference 2016: 541-553 - 2015
- [c33]Antônio Augusto de Aragão Rocha, Mostafa Dehghan, Theodoros Salonidis, Ting He, Don Towsley:
DSCA: a data stream caching algorithm. CCDWN@CoNEXT 2015: 8:1-8:6 - [c32]Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman:
On the complexity of optimal routing and content caching in heterogeneous networks. INFOCOM 2015: 936-944 - [c31]Wentao Huang, Ting Wang, Xin Hu, Jiyong Jang, Theodoros Salonidis:
Rateless and pollution-attack-resilient network coding. ISIT 2015: 2623-2627 - [c30]Chang Liu, Ting He, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, Paul L. Yu:
Multicast vs. unicast for loss tomography on tree topologies. MILCOM 2015: 312-317 - [c29]Dan O'Keeffe, Theodoros Salonidis, Peter R. Pietzuch:
Network-aware stream query processing in mobile ad-hoc networks. MILCOM 2015: 1335-1340 - [c28]Ting He, Chang Liu, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, Paul L. Yu:
Fisher Information-based Experiment Design for Network Tomography. SIGMETRICS 2015: 389-402 - [i3]Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman:
On the Complexity of Optimal Routing and Content Caching in Heterogeneous Networks. CoRR abs/1501.00216 (2015) - 2014
- [j9]Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec:
A Cross-Layer Backpressure Architecture for Wireless Multihop Networks. IEEE/ACM Trans. Netw. 22(2): 363-376 (2014) - [c27]Mostafa Dehghan, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley:
Optimal Caching and Routing in Hybrid Networks. MILCOM 2014: 1072-1078 - [i2]Mostafa Dehghan, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley:
Optimal Caching and Routing in Hybrid Networks. CoRR abs/1407.1629 (2014) - 2013
- [j8]Lazaros Gkatzikis, Iordanis Koutsopoulos, Theodoros Salonidis:
The Role of Aggregators in Smart Grid Demand Response Markets. IEEE J. Sel. Areas Commun. 31(7): 1247-1257 (2013) - [j7]Ehsan Aryafar, Theodoros Salonidis, Jingpu Shi, Edward W. Knightly:
Synchronized CSMA Contention: Model, Implementation, and Evaluation. IEEE/ACM Trans. Netw. 21(5): 1349-1362 (2013) - [j6]Peter M. van de Ven, Nidhi Hegde, Laurent Massoulié, Theodoros Salonidis:
Optimal Control of End-User Energy Storage. IEEE Trans. Smart Grid 4(2): 789-797 (2013) - 2012
- [j5]Konstantinos Choumas, Stratos Keranidis, Iordanis Koutsopoulos, Thanasis Korakis, Leandros Tassiulas, Felix Juraschek, Mesut Günes, Emmanuel Baccelli, Pawel Misiorek, Andrzej Szwabe, Theodoros Salonidis, Henrik Lundgren:
Optimization driven multi-hop network design and experimentation: the approach of the FP7 project OPNEX. IEEE Commun. Mag. 50(6): 122-130 (2012) - [c26]Lazaros Gkatzikis, Theodoros Salonidis, Nidhi Hegde, Laurent Massoulié:
Electricity markets meet the home through demand response. CDC 2012: 5846-5851 - [c25]Tae Hyun Kim, Theodoros Salonidis, Henrik Lundgren:
MIMO wireless networks with directional antennas in indoor environments. INFOCOM 2012: 2941-2945 - [i1]Peter M. van de Ven, Nidhi Hegde, Laurent Massoulié, Theodoros Salonidis:
Optimal control of end-user energy storage. CoRR abs/1203.1891 (2012) - 2011
- [c24]An (Jack) Chan, Henrik Lundgren, Theodoros Salonidis:
Video-Aware Rate Adaptation for MIMO WLANs. ICNP 2011: 321-330 - [c23]Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec:
XPRESS: a cross-layer backpressure architecture for wireless multi-hop networks. MobiCom 2011: 49-60 - 2010
- [j4]Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec:
Design and implementation of backpressure scheduling in wireless multi-hop networks: from theory to practice. ACM SIGMOBILE Mob. Comput. Commun. Rev. 14(3): 40-42 (2010) - [c22]Konstantinos Pelechrinis, Theodoros Salonidis, Henrik Lundgren, Nitin H. Vaidya:
Experimental characterization of 802.11n link quality at high rates. WiNTECH 2010: 39-46 - [c21]Ehsan Aryafar, Narendra Anand, Theodoros Salonidis, Edward W. Knightly:
Design and experimental evaluation of multi-user beamforming in wireless LANs. MobiCom 2010: 197-208 - [e2]Christos Gkantsidis, Konstantina Papagiannaki, Theodoros Salonidis:
Proceedings of the 2010 ACM SIGCOMM workshop on Home networks, HomeNets@SIGCOMM 2010, New Delhi, India, September 3, 2010. ACM 2010, ISBN 978-1-4503-0198-5 [contents]
2000 – 2009
- 2009
- [c20]Theodoros Salonidis, Georgios Sotiropoulos, Roch Guérin, Ramesh Govindan:
Online optimization of 802.11 mesh networks. CoNEXT 2009: 61-72 - [c19]Anand Prabhu Subramanian, Henrik Lundgren, Theodoros Salonidis, Donald F. Towsley:
Topology Control Protocol Using Sectorized Antennas in Dense 802.11 Wireless Networks. ICNP 2009: 1-10 - [c18]Jing Shi, Ehsan Aryafar, Theodoros Salonidis, Edward W. Knightly:
Synchronized CSMA Contention: Model, Implementation and Evaluation. INFOCOM 2009: 2052-2060 - [c17]Henrik Lundgren, Anand Prabhu Subramanian, Theodoros Salonidis, Marianna Carrera, Pascal Le Guyadec:
Interference mitigation in WiFi networks using multi-sector antennas. WiNTECH 2009: 87-88 - [c16]Anand Prabhu Subramanian, Henrik Lundgren, Theodoros Salonidis:
Experimental characterization of sectorized antennas in dense 802.11 wireless mesh networks. MobiHoc 2009: 259-268 - [c15]Henrik Lundgren, Anand Prabhu Subramanian, Theodoros Salonidis, Marianna Carrera, Pascal Le Guyadec:
Multi-sector antenna performance in dense wireless networks. MobiHoc 2009: 329-330 - [e1]Theodoros Salonidis, Ivan Seskar:
Proceedings of the 4th ACM International Workshop on Experimental Evaluation and Characterization, WINTECH '09, Beijing, China, September 21, 2009. ACM 2009, ISBN 978-1-60558-740-0 [contents] - 2008
- [j3]Michele Garetto, Theodoros Salonidis, Edward W. Knightly:
Modeling per-flow throughput and capturing starvation in CSMA multi-hop wireless networks. IEEE/ACM Trans. Netw. 16(4): 864-877 (2008) - [c14]Dimitrios Koutsonikolas, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec, Y. Charlie Hu, Irfan Sheriff:
TDM MAC protocol design and implementation for wireless mesh networks. CoNEXT 2008: 28 - [c13]Anastasios Giannoulis, Theodoros Salonidis, Edward W. Knightly:
Congestion Control and Channel Assignment in Multi-Radio Wireless Mesh Networks. SECON 2008: 350-358 - [c12]Konstantinos Pelechrinis, Ioannis Broustis, Theodoros Salonidis, Srikanth V. Krishnamurthy, Prasant Mohapatra:
Design and deployment considerations for high performance MIMO testbeds. WICON 2008: 53 - 2007
- [c11]Marianna Carrera, Henrik Lundgren, Theodoros Salonidis, Christophe Diot:
A cross-layer load-independent link cost metric for wireless mesh networks. CoNEXT 2007: 72 - [c10]Theodoros Salonidis, Michele Garetto, Amit Saha, Edward W. Knightly:
Identifying High Throughput Paths in 802.11 Mesh Networks: a Model-based Approach. ICNP 2007: 21-30 - [c9]Abdul Kader Kabbani, Theodoros Salonidis, Edward W. Knightly:
Distributed Low-Complexity Maximum-Throughput Scheduling for Wireless Backhaul Networks. INFOCOM 2007: 2063-2071 - 2006
- [c8]Michele Garetto, Theodoros Salonidis, Edward W. Knightly:
Modeling Per-Flow Throughput and Capturing Starvation in CSMA Multi-Hop Wireless Networks. INFOCOM 2006 - [c7]Jingpu Shi, Theodoros Salonidis, Edward W. Knightly:
Starvation mitigation through multi-channel coordination in CSMA multi-hop wireless networks. MobiHoc 2006: 214-225 - 2005
- [j2]Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas, Richard O. LaMaire:
Distributed topology construction of Bluetooth wireless personal area networks. IEEE J. Sel. Areas Commun. 23(3): 633-643 (2005) - [c6]Theodoros Salonidis, Leandros Tassiulas:
Distributed dynamic scheduling for end-to-end rate guarantees in wireless ad hoc networks. MobiHoc 2005: 145-156 - 2004
- [b1]Theodoros Salonidis:
Distributed Topology Organization and Transmission Scheduling in Wireless Ad Hoc Networks. University of Maryland, College Park, MD, USA, 2004 - [j1]Theodoros Salonidis, Leandros Tassiulas:
Asynchronous TDMA ad hoc networks: scheduling and performance. Eur. Trans. Telecommun. 15(4): 391-403 (2004) - [c5]Theodoros Salonidis, Leandros Tassiulas:
On optimal cooperative route caching in large, memory-limited wireless ad hoc networks. ICC 2004: 4382-4386 - [c4]Theodoros Salonidis, Leandros Tassiulas:
Distributed on-line schedule adaptation for balanced slot allocation in wireless ad hoc networks. IWQoS 2004: 20-29 - 2001
- [c3]Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas, Richard O. LaMaire:
Distributed Topology Construction of Bluetooth Personal Area Networks. INFOCOM 2001: 1577-1586 - 2000
- [c2]Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas:
Proximity awareness and fast connection establishment in Bluetooth. MobiHoc 2000: 141-142
1990 – 1999
- 1998
- [c1]Theodoros Salonidis, Vassilios Digalakis:
Robust speech recognition for multiple topological scenarios of the GSM mobile phone system. ICASSP 1998: 101-104
Coauthor Index
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