Arunselvan Ramaswamy

48 papers C 5Journal 34Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deadline-aware service scheduling via multi-head MARL in device-edge-cloud environments. Comput. Networks Ayeh Mahjoubi, Arunselvan Ramaswamy, Karl-Johan Grinnemo
2026	—	`conf`	SafeCityLearn: A Benchmark for Safety-Constrained Reinforcement Learning in Distributed Energy Systems. ICAART (1) Amal Nammouchi, Andreas Kassler, Arunselvan Ramaswamy, Andreas Theorcharis
2025	—	`conf`	Approximate Probabilistic Inference for Time-Series Data: A Robust Latent Gaussian Model with Temporal Awareness. ICAART (2) Anton Johansson, Arunselvan Ramaswamy
2025	C	`conf`	Pre-Training Deep Q-Networks Eliminates the Need for Target Networks: An Empirical Study. ICPRAM Alexander Lindström, Arunselvan Ramaswamy, Karl-Johan Grinnemo
2024	J	`jnl`	An Online Simulated Annealing-Based Task Offloading Strategy for a Mobile Edge Architecture. IEEE Access Ayeh Mahjoubi, Arunselvan Ramaswamy, Karl-Johan Grinnemo
2024	J	`jnl`	Approximate Probabilistic Inference for Time-Series Data A Robust Latent Gaussian Model With Temporal Awareness. CoRR Anton Johansson, Arunselvan Ramaswamy
2024	C	`conf`	Information Theoretic Deductions Using Machine Learning with an Application in Sociology. ICPRAM Arunselvan Ramaswamy, Yunpeng Ma, Stefan Alfredsson, Fran Collyer, Anna Brunström
2024	C	`conf`	Modeling Batch Tasks Using Recurrent Neural Networks in Co-Located Alibaba Workloads. ICPRAM Hifza Khalid, Arunselvan Ramaswamy, Simone Ferlin, Alva L. Couch
2023	J	`jnl`	A Framework for Provably Stable and Consistent Training of Deep Feedforward Networks. CoRR Arunselvan Ramaswamy, Shalabh Bhatnagar, Naman Saxena
2023	C	`conf`	Gradient Clipping in Deep Learning: A Dynamical Systems Perspective. ICPRAM Arunselvan Ramaswamy
2023	J	`jnl`	Reinforcement learning for autonomous vehicle movements in wireless multimedia applications. Pervasive Mob. Comput. Haitham Afifi, Arunselvan Ramaswamy, Holger Karl
2023	J	`jnl`	Stability and Convergence of Distributed Stochastic Approximations with large Unbounded Stochastic Information Delays. CoRR Adrian Redder, Arunselvan Ramaswamy, Holger Karl
2022	—	`conf`	Age of Information Process under Strongly Mixing Communication - Moment Bound, Mixing Rate and Strong Law. Allerton Adrian Redder, Arunselvan Ramaswamy, Holger Karl
2022	J	`jnl`	Analyzing Approximate Value Iteration Algorithms. Math. Oper. Res. Arunselvan Ramaswamy, Shalabh Bhatnagar
2022	J	`jnl`	Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. CoRR Adrian Redder, Arunselvan Ramaswamy, Holger Karl
2022	—	`conf`	Automated Information Leakage Detection: A New Method Combining Machine Learning and Hypothesis Testing with an Application to Side-channel Detection in Cryptographic Protocols. ICAART (2) Pritha Gupta, Arunselvan Ramaswamy, Jan Peter Drees, Eyke Hüllermeier, Claudia Priesterjahn, Tibor Jager
2022	J	`jnl`	Deep Q-Learning: Theoretical Insights From an Asymptotic Analysis. IEEE Trans. Artif. Intell. Arunselvan Ramaswamy, Eyke Hüllermeier
2022	J	`jnl`	Distributed gradient-based optimization in the presence of dependent aperiodic communication. CoRR Adrian Redder, Arunselvan Ramaswamy, Holger Karl
2022	—	`conf`	Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. ICAART (1) Adrian Redder, Arunselvan Ramaswamy, Holger Karl
2022	J	`jnl`	Optimization Over Time-Varying Networks and Unbounded Information Delays. IEEE Trans. Autom. Control. Arunselvan Ramaswamy, Adrian Redder, Daniel E. Quevedo
2021	—	`conf`	A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks. CCNC Haitham Afifi, Arunselvan Ramaswamy, Holger Karl
2021	J	`jnl`	Asynchronous Stochastic Approximations With Asymptotically Biased Errors and Deep Multiagent Learning. IEEE Trans. Autom. Control. Arunselvan Ramaswamy, Shalabh Bhatnagar, Daniel E. Quevedo
2021	—	`conf`	Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! AISec@CCS Jan Peter Drees, Pritha Gupta, Eyke Hüllermeier, Tibor Jager, Alexander Konze, Claudia Priesterjahn, Arunselvan Ramaswamy, Juraj Somorovsky
2021	J	`jnl`	Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! IACR Cryptol. ePrint Arch. Jan Peter Drees, Pritha Gupta, Eyke Hüllermeier, Tibor Jager, Alexander Konze, Claudia Priesterjahn, Arunselvan Ramaswamy, Juraj Somorovsky
2021	J	`jnl`	Practical sufficient conditions for convergence of distributed optimisation algorithms over communication networks with interference. CoRR Adrian Redder, Arunselvan Ramaswamy, Holger Karl
2021	—	`conf`	Reinforcement Learning for Autonomous Vehicle Movements in Wireless Sensor Networks. ICC Haitham Afifi, Arunselvan Ramaswamy, Holger Karl
2020	C	`conf`	DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme. PDP Arunselvan Ramaswamy
2020	J	`jnl`	Deep reinforcement learning for wireless sensor scheduling in cyber-physical systems. Autom. Alex S. Leong, Arunselvan Ramaswamy, Daniel E. Quevedo, Holger Karl, Ling Shi
2020	J	`jnl`	Theory of Deep Q-Learning: A Dynamical Systems Perspective. CoRR Arunselvan Ramaswamy
2019	J	`jnl`	DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme. CoRR Arunselvan Ramaswamy
2019	J	`jnl`	Deep reinforcement learning for scheduling in large-scale networked control systems. CoRR Adrian Redder, Arunselvan Ramaswamy, Daniel E. Quevedo
2019	—	`conf`	Multi-stage Reinforcement Learning for Object Detection. CVC (1) Jonas König, Simon Malberg, Martin Martens, Sebastian Niehaus, Artus Krohn-Grimberghe, Arunselvan Ramaswamy
2019	J	`jnl`	Stability of Stochastic Approximations With "Controlled Markov" Noise and Temporal Difference Learning. IEEE Trans. Autom. Control. Arunselvan Ramaswamy, Shalabh Bhatnagar
2018	J	`jnl`	Analysis of Gradient Descent Methods With Nondiminishing Bounded Errors. IEEE Trans. Autom. Control. Arunselvan Ramaswamy, Shalabh Bhatnagar
2018	J	`jnl`	Deep Reinforcement Learning for Wireless Sensor Scheduling in Cyber-Physical Systems. CoRR Alex S. Leong, Arunselvan Ramaswamy, Daniel E. Quevedo, Holger Karl, Ling Shi
2018	J	`jnl`	DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling. CoRR Burak Demirel, Arunselvan Ramaswamy, Daniel E. Quevedo, Holger Karl
2018	J	`jnl`	DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling. IEEE Control. Syst. Lett. Burak Demirel, Arunselvan Ramaswamy, Daniel E. Quevedo, Holger Karl
2018	J	`jnl`	Multi-Stage Reinforcement Learning For Object Detection. CoRR Jonas König, Simon Malberg, Martin Martens, Sebastian Niehaus, Artus Krohn-Grimberghe, Arunselvan Ramaswamy
2017	J	`jnl`	A Generalization of the Borkar-Meyn Theorem for Stochastic Recursive Inclusions. Math. Oper. Res. Arunselvan Ramaswamy, Shalabh Bhatnagar
2017	J	`jnl`	Conditions for Stability and Convergence of Set-Valued Stochastic Approximations: Applications to Approximate Value and Fixed point Iterations with Noise. CoRR Arunselvan Ramaswamy, Shalabh Bhatnagar
2016	J	`jnl`	Gradient-based learning algorithms with constant-error estimators: stability and convergence. CoRR Arunselvan Ramaswamy, Shalabh Bhatnagar
2015	J	`jnl`	A Generalization of the Borkar-Meyn Theorem for Stochastic Recursive Inclusions. CoRR Arunselvan Ramaswamy, Shalabh Bhatnagar
2015	J	`jnl`	Stability of Stochastic Approximations with 'Controlled Markov' Noise and Temporal Difference Learning. CoRR Arunselvan Ramaswamy, Shalabh Bhatnagar
2015	J	`jnl`	Stochastic recursive inclusions with two timescales. CoRR Arunselvan Ramaswamy, Shalabh Bhatnagar
2014	J	`jnl`	Rainbow Connection Number and Radius. Graphs Comb. Manu Basavaraju, L. Sunil Chandran, Deepak Rajendraprasad, Arunselvan Ramaswamy
2014	J	`jnl`	Rainbow Connection Number of Graph Power and Graph Products. Graphs Comb. Manu Basavaraju, L. Sunil Chandran, Deepak Rajendraprasad, Arunselvan Ramaswamy
2011	J	`jnl`	Rainbow Connection Number of Graph Power and Graph Products. CoRR Manu Basavaraju, L. Sunil Chandran, Deepak Rajendraprasad, Arunselvan Ramaswamy
2010	J	`jnl`	Rainbow Connection Number and Radius CoRR Manu Basavaraju, L. Sunil Chandran, Deepak Rajendraprasad, Arunselvan Ramaswamy