S. Memon, V. Kavitha, MKH, E. Altman, and R. Devanand;
User Response Based Recommendations
In: Biswas S. et al. (eds) Communication Systems and Networks. COMSNETS 2018. Lecture Notes in Computer Science, vol 11227. Springer, Cham.
[Link]
A.Verma, MKH, A. Rajkumar, and R. Sankaran;
Censored Semi-Bandits for Resource Allocation
[link]
V. S. Khandkar and MKH;
Challenges in Net Neutrality Violation Detection: A Case Study of Wehe Tool
[link]
V. S. Khandkar and MKH;
Masking Host Identity on Internet: Encrypted TLS/SSL Handshake
[link]
S. Fatale, K. Bhandari, U. Narula, S. Moharir, and MKH;
Regret of Age-of-Information Bandits
[Arxiv link]
S.J. Darak and MKH;
Distributed Learning in Ad-Hoc Networks: A Multi-player Multi-armed Bandit Framework
[Arxiv link]
H. Tibrewal, S. Patchala, MKH, and S. J. Darak;
Multi-player Bandits for Optimal Assignment with Heterogeneous Rewards
[Arxiv link]
MKH and S.J. Darak;
Multi-Player Bandits: A Trekking Approach
[Arxiv link]
To appear in IEEE Transactions on Automatic Control.
D. Ghosh and MKH, and N. Zlatanov;
Learning to Optimize Energy Efficiency in Energy Harvesting Wireless Sensor Networks
[Arxiv link]
Accepted for publication in IEEE Wireless Communication Letters. DOI:10.1109/LWC.2021.3058170
F. Malik, MKH, Y. Hayel, and J. Nair;
Revenue sharing on the Internet: A case for going soft on neutrality regulations
To appear in Performance Evaluation [link]
F. Malik, MKH, and Y. Hayel;
Zero-rating of Content and its Effect on the Quality of Service in the Internet
To appear in IEEE/ACM Transaction on Networking [link]
MKH, Y. Hayel, and Q. Zhu;
Effective Utilization of Licensed and Unlicensed Spectrum in Large Scale Ad Hoc Networks
IEEE Transaction on Cognitive Communications and Networking, vol. 6, no. 2, June 2020 [Link]
MKH, D. N. Nguyen, and M. Krunz;
Cognitive Networks with In-band Full-duplex Radios: Jamming Attacks and Countermeasures
IEEE Transaction on Cognitive Communications and Networking, vol. 6, no. 2, March 2020 [Link]
S. Sawant, R. Kumar, MKH, and S. J. Darak;
Learning to Coordinate in a Cognitive Radio Network in Presence of Jammers
IEEE Transaction on Mobile Computing, vol. 19, no. 11, Nov 2020 [Link]
S. J. Darak and MKH;
Multi-player Multi-armed Bandits for Stable Allocation in Heterogeneous Ad-Hoc Networks
IEEE Journal on Selected Areas in Communication, vol.37, no. 10, Oct 2019 [Link]
R. Kumar, S. J. Darak, MKH, A. K. Sharma, and R. K. Tripathi;
Distributed Algorithm for Learning to Coordinate in Infrastructure-Less Network
IEEE communications letters vol. 32, no.2, 2018 [Link]
R. Kumar , S. J. Darak, MKH, and A. Yadav;
Distributed Learning and Coordination in Cognitive Infrastructureless Networks of Unknown Size
IEEE Systems Journal, vol. 14, no. 2, June 2020 [Link]
MKH, H. Liu, H. Zhu, and I. Paschalidis;
Learning Policies for Markov Decision Processes from Data
IEEE Transactions on Automatic Control, vol. 64 , no. 6, Jul 2019 [Link]
E. Altman, MKH, and R. Sundaresan;
Generalizing Diagonal Strict Concavity Property for Uniqueness of Nash Equilibria
Indian Journal of Pure and Applied Mathematics, 2016 [Link]
E. Altman, C. Hasan, MKH , R. El-Azouzi, S. Shamai, and L. Roullet;
Stochastic Geometric Models for Green Networking
IEEE Access, vol. 3, pp 2465-2474, December 2015 [Link]
MKH, M. J. Abdel-Rahman, and M. Krunz;
Joint Adaptation of Frequency Hopping and Transmission Rate for Anti-jamming Wireless Systems
IEEE Transactions on Mobile Computing, no. 99, October 2015 [Link]
E. Altman, MKH, and R. Sundaresan;
Regulation of Off-network Pricing in a Non-neutral Network
ACM Transaction on Internet Technologies, vol. 14 no. 2-3, October 2014 [Link]
MKH, E. Altman, and F. Baccelli;
Stochastic Geometry based Medium Access Games in Mobile Ad hoc Networks
IEEE Journal of Selected Areas in Communications, vol. 30, no. 11, December 2012 [Link]
MKH and R. Sundaresan;
Guessing Revisited: A Large Deviations Approach
IEEE Transactions on Information Theory, vol. 57, no. 1, pp. 70-78, January 2011 [Link]
MKH and R. Sundaresan;
The Shannon Cipher System with a Guessing Wiretapper: General Sources
IEEE Transactions on Information Theory, vol. 57, no. 4, pp. April 2011 [Link]
A. Verma, MKH, Csaba Szepesvari and V. Saligrama;
Online Algorithm for Unsupervised Sequential Selection with Contextual Information
To appear in proceeding of Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec 2020.
A. Verma, MKH, and N. Hemachandra;
Thompson Sampling for Unsupervised Sequential Selection
To appear in proceeding of Asian Machine Learning Conference (ACML), Bangkong, Thailand, Nov 2020.
F. Malik, MKH, Y. Hayel, and J. Nair;
Revenue sharing on the Internet: A Case for Going Soft on Neutrality Regulations
To appear in proceeding of Intl. Symposium on Computer Performance, Modeling, Measurements and Evaluation (PERFORMANCE), Milano, Italy, Nov 2020.
D. Ghosh, A. Verma, and MKH;
Optimal Energy Transfer in Energy Harvesting Wireless Sensor Networks
In the proceedings of Intl. conference on Signal Processing and Communications (SPCOM), Bangalore, India, July 2020.
K. Bhandari, S. Fatale, U. Narula, S Moharir, and MKH;
Age-of-Information Bandits
In the proceeding of Intl. sysmposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Volos, Greece, June 2020.
A. Verma and MKH;
Stochastic Network Utility Maximization with Unknown Utilities: A Multi-Armed Bandits Approach
To apper in Proceedings of the International Conference on Computer Communication (INFOCOM), Beijing, China, April 2020.
A. Verma, MKH, A. Rajkumar, and R. Sankaran;
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback
Proceeding of Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec 2019.
A. Verma, MKH, and R. Vaze;
Distributed Algorithms for Efficient Learning and Coordination in Ad Hoc Networks
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Avignon, France, June 2019.
H. Tibrewal, S. Patchala, MKH, and S. Darak;
Distributed Learning and Optimal Assignment in Multiplayer Heterogeneous Networks
International Conference on Computer Communication (INFOCOM), Paris, France, April-May 2019.
A. Verma, MKH, C. Szepesvari, and V. Saligrama;
Online Algorithm for Unsupervised Sensor Selection
Proceedings of Artificial Intelligence and Statistics (AISTATS), Okinawa, Japan, April 2019.
A. Maheshwari, A. Goyal, A. Kumar, MKH, and G. Ramakrishnan;
Representation Learning on Graphs by Integrating Content and Structure Information
International Conference on Communication Systems and Networks (COMSNETs), Bangalore, India, Jan 2019.
V. N. Pandit, M. K Datar, MKH, and S. Moharir;
Pricing in Ride Sharing Platforms: Static vs Dynamic Strategies
International Conference on
Communication Systems and Networks (COMSNETs), Bangalore, India, Jan 2019.
MKH, F. Malik, and H. Hayel;
Differential Pricing of Traffic in the Internet
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Shanghai, China May 2018.
R. Kumar, A. Yadav, S. J. Darak, and MKH;
Trekking Based Distributed Algorithm for Opportunistic Spectrum Access in Infrastructure-less Network
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Shanghai, China May 2018.
S. Sawant, MKH, S. J. Darak, and R. Kumar;
Distributed Learning Algorithms for Coordination in a Cognitive Network in Presence of Jammers
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Shanghai, China May 2018.
V. Kavitha, Salman Memon, MKH, E. Altman, and Devanand R;
User Response Based Recommendations: A Local Angle Approach
International Conference on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2018.
A. Verma and MKH;
Unsupervised Cost Sensitive Predictions with Side Information
International Conference on Data Science and Management of Data (CoDS-COMAD), Goa, India, Jan 2018.
MKH, C. Szepesvari, and V. Saligrama;
Unsupervised Sensor Acquisition Problem
Proceedings of Artificial Intelligence and Statistics (AISTATS), Florida, USA, April 2017.
MKH, Hao Liu, Henghui Zhu, and Ioannis Ch. Paschalidis;
Learning Parameterized Policies for Markov Decision Processes through Demonstrations
IEEE Conference on Decision and Control (CDC), Las Vegas, USA, December 2016.
MKH, D. N. Nguyen, and M. Krunz;
Jamming Attack in In-Band Full Duplex Communication: Detection and Countermeasures
Intl. Conference on Computer Communication (INFOCOM), San Francisco, CA, USA, April 2016.
MKH, A. Lesham, and V. Saligrama;
Efficient Algorithms for Linear Polyhedral Bandits
Intl. Conference on Acoustics, Speech and Signal Processing(ICASSP), Shanghai, China, March 2016.
MKH and V. Saligrama;
Cost Effective Algorithms for Spectral Bandits
Allerton Conference on Communication, Control and Computing, Urbana-Champaign, IL, USA, October 2015.
MKH, Venkatesh Saligrama, Michal Valko, and Remi Munos;
Cheap Bandits
International Conference of Machine Learning (ICML), Lille, France, June 2015.
MKH and Venkatesh Saligrama;
Efficient Detection and Localization in Graph Structured Data
International Conference on Acoustics,
Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
MKH, M. J. Abdel-Rahman, and M. Krunz;
Game Theoretic Anti-jamming Dynamic Frequency Hopping and Rate Adaptation in Wireless Systems
Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Hammamet, Tunisia May 2014.
MKH and E. Altman;
Network Non-Neutrality through Preferential Signaling
Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Tsukuba Science City, Japan, May 2013.
S. Patil, E. Altman, MKH, and J. Rojas;
Modeling and Simulation of Mobility of Crowds
Intl. Conference on Analytical & Stochastic Modelling Techniques
& Applications (ASMTA), Ghent, Belgium, June 2013.
MKH, E. Altman, and F. Baccelli;
Stochastic Geometry based Medium Access Games
Intl. Conference on Computer Communication (INFOCOM), Orlando, Florida, USA, March 2012.
MKH and E. Altman;
Stochastic Geometry based Jamming Games in Mobile Ad Networks
Intl. Conference on Wireless on-demand Networks and Services (WONS), Courmayeur, Italy, January 2012.
MKH, E. Altman, R. El-Azouzi, and B. Prabu;
Spatio-temporal Control for DynamicRouting Games
Intl. ICST Conference on Game Theory for Networks (GameNets), Shanghai, China, April 2011.
E. Altman, J. Rojas, S. Wong, MKH, and Y. Xu;
Net Neutrality and Quality of Service (invited)
Intl. ICST Conference on Game Theory for Networks (GameNet), Shanghai, China, April 2011.
E. Altman, MKH, and R. Sundaresan;
Nonneutral Network and the Role of Bargaining Power in Side Payments
Workshop on Network Control and Optimization (NETCOOP), Ghent, Belgium, November 2010.
MKH and R. Sundaresan;
The Shannon Cipher System with a Guessing Wiretapper:General Sources
In Proceedings Intl. Symposium on Information Theory (ISIT), Seoul, Korea, June 2009.
MKH and R. Sundaresan;
Guessing Revisited: A Large Deviations Approach
National Conference on Communications (NCC), IIT Guwahati, India, January 2009.
V. S. Khandkar and MKH;
Challenges in Net Neutrality Violation Detection: A Case Study of Wehe Tool
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2021
A. Singh and MKH;
Monitoring COVID Hotspots Using Telecom Data: Voronoi Tessellations for Marking Buffer Zones
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2021
R. Kumar, S. J. Darak, and MKH;
Distributed Algorithm for Opportunistic Spectrum Access in Dynamic Ad Hoc Networks
Workshop on Real-life Modeling in 5G Networks and Beyond - REFRESH, co-located with IEEE DCOSS, June 2020.
A. Verma, MKH, and N. Hemachandra;
Unsupervised Online Feature Selection For Cost-Sensitive Medical Diagnosis
Workshop on Networking Humanitarian Technology for Healthcare (NetHealth), held in conjuction with COMSNETS, Bangalore, India, Jan 2020.
V.S. Khandkar and MKH;
Detection of Traffic Discrimination in the Internet
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2020
F. Malik and MKH;
Revenue Sharing Between Service Providers in the Internet: A Moral Hazard Approach
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2019
A. Maheshwari, A. Goyal, MKH, and G. Ramakrishnan;
DynGAN: Generative Adversarial Networks for Dynamic Network Embedding
Workshop on Graph Representation Learning, held in conjunction with NeurIPS, Vancouver, Canada, Dec 2019.
MKH and S. J. Darak;
Distributed Learning in Ad Hoc Networks with Unknown Number of Players
Workshop on AI in Networks (WAIN), help in conjunction with Performance, Toulouse, France, Dec. 2018.
MKH, Y. Hayel, and Q. Zhu;
Throughput Maximization of Large-Scale Secondary Networks over Licensed and Unlicensed Spectra
Intl. Workshop on Resource Allocation, Cooperation and Competition in Wireless Networks (RAWNET), Paris, France, May 2017.
MKH, E. Altman, and R. Sundaresan;
A Game Theoretic Analysis of Collusions in Nonneutral networks
W-PIN Workshop, held in conjunction with SIGMETRICS, London, UK, June 2012.
E. Altman, MKH, R. El-Azouzi, and S. Shamai;
Tradeofs in Green Cellular Networks
GreenMetrics Workshop, held in conjunction with SIGMETRICS, San-Jose, USA, June 2011.
MKH and R. Sundaresan; Randomised Attacks on Passwords,
Technical Report TR-PME-2010-11. Available online
here
.
MKH and R. Sundaresan; Guessing and compression subject to distortion,
Technical Report TR-PME-2010-12. Available online
here
.
Vinod S. Khandkar and MKH;
FairNet : Measurement setup for Detection Net neutrality Violations
Indian patent, application no. 202021048922.
Vinod S. Khandkar and MKH;
Masking Host Identity on Internet: Encrypted TLS/SSL Handshake