Nandyala Hemachandra

49 papers A* 2A 2B 5C 3Misc 1Journal 22Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DeGLIF for Label Noise Robust Node Classification using GNNs. CoRR Pintu Kumar, Nandyala Hemachandra
2025	—	`conf`	EDN: A Novel Edge-Dependent Noise Model for Graph Data. ECML/PKDD (3) Pintu Kumar, Nandyala Hemachandra
2025	J	`jnl`	EDN: A Novel Edge-Dependent Noise Model for Graph Data. CoRR Pintu Kumar, Nandyala Hemachandra
2025	J	`jnl`	Regret Lower Bounds for Decentralized Multi-Agent Stochastic Shortest Path Problems. CoRR Utkarsh U. Chavan, Prashant Trivedi, Nandyala Hemachandra
2025	—	`conf`	Strategic Interaction Between Queueing System and Impatient User-Base. NETGCOOP Anirban Mitra, Manu K. Gupta, Nandyala Hemachandra
2024	A*	`conf`	AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data. AAAI Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj
2024	A	`conf`	Capacitated Online Clustering Algorithm. ECAI Shivam Gupta, Shweta Jain, Narayanan C. Krishnan, Ganesh Ghalme, Nandyala Hemachandra
2024	—	`conf`	HRA: Heuristic Reordering Approach for Preserving Dependency in Hierarchical Time Series Forecasting. ICPR (26) Santosh Palaskar, Surya Shravan Kumar Sajja, Nandyala Hemachandra, Narayan Rangaraj
2024	—	`conf`	Online Algorithm for Clustering with Capacity Constraints. COMAD/CODS Shivam Gupta, Shweta Jain, Narayanan C. Krishnan, Ganesh Ghalme, Nandyala Hemachandra
2023	J	`jnl`	Approximate solutions to constrained risk-sensitive Markov decision processes. Eur. J. Oper. Res. Uday Kumar M, Sanjay P. Bhat, Veeraruna Kavitha, Nandyala Hemachandra
2023	J	`jnl`	AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data. CoRR Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj
2023	J	`jnl`	Multi-Agent Natural Actor-Critic Reinforcement Learning Algorithms. Dyn. Games Appl. Prashant Trivedi, Nandyala Hemachandra
2023	J	`jnl`	Multi-Agent congestion cost minimization with linear function approximation. CoRR Prashant Trivedi, Nandyala Hemachandra
2023	A	`conf`	Multi-Agent congestion cost minimization with linear function approximations. AISTATS Prashant Trivedi, Nandyala Hemachandra
2023	J	`jnl`	Optimal Markov Policies for Finite-Horizon Constrained MDPs With Combined Additive and Multiplicative Utilities. IEEE Control. Syst. Lett. Uday Kumar M, Veeraruna Kavitha, Sanjay P. Bhat, Nandyala Hemachandra
2022	C	`conf`	Noise Robust Core-stable Coalitions of Hedonic Games. ACML Prashant Trivedi, Nandyala Hemachandra
2021	J	`jnl`	Anomaly Detection using Capsule Networks for High-dimensional Datasets. CoRR Inderjeet Singh, Nandyala Hemachandra
2021	J	`jnl`	Learning Noisy Hedonic Games. CoRR Prashant Trivedi, Nandyala Hemachandra
2021	J	`jnl`	Multi-agent Natural Actor-critic Reinforcement Learning Algorithms. CoRR Prashant Trivedi, Nandyala Hemachandra
2020	J	`jnl`	Optimal Posteriors for Chi-squared Divergence based PAC-Bayesian Bounds and Comparison with KL-divergence based Optimal Posteriors and Cross-Validation Procedure. CoRR Puja Sahu, Nandyala Hemachandra
2020	J	`jnl`	Some Parameterized Dynamic Priority Policies for Two-Class M/G/1 Queues: Completeness and Applications. ACM Trans. Model. Perform. Evaluation Comput. Syst. Manu K. Gupta, Nandyala Hemachandra, Jayendran Venkateswaran
2020	C	`conf`	Thompson Sampling for Unsupervised Sequential Selection. ACML Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
2020	J	`jnl`	Thompson Sampling for Unsupervised Sequential Selection. CoRR Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
2020	Misc	`conf`	Unsupervised Online Feature Selection for Cost-Sensitive Medical Diagnosis. COMSNETS Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
2020	J	`jnl`	Unsupervised Online Feature Selection for Cost-Sensitive Medical Diagnosis. CoRR Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
2019	—	`conf`	A proof of the conjecture in "Pricing surplus server capacity for mean waiting time sensitive customers". VALUETOOLS Manu K. Gupta, Nandyala Hemachandra
2019	—	`conf`	Cost Sensitive Learning in the Presence of Symmetric Label Noise. PAKDD (1) Sandhya Tripathi, Nandyala Hemachandra
2019	J	`jnl`	Cost Sensitive Learning in the Presence of Symmetric Label Noise. CoRR Sandhya Tripathi, Nandyala Hemachandra
2019	J	`jnl`	Opportunistic schedulers and asymptotic price for fairness. Comput. Commun. Veeraruna Kavitha, Nandyala Hemachandra, Mayur Zambre
2019	C	`conf`	Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. ACML Puja Sahu, Nandyala Hemachandra
2019	J	`jnl`	Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. CoRR Puja Sahu, Nandyala Hemachandra
2019	—	`conf`	Ultimately Stationary Policies to Approximate Risk-Sensitive Discounted MDPs. VALUETOOLS Uday Kumar M, Sanjay P. Bhat, Veeraruna Kavitha, Nandyala Hemachandra
2018	—	`conf`	Some new PAC-Bayesian bounds and their use in selection of regularization parameter for linear SVMs. COMAD/CODS Puja Sahu, Nandyala Hemachandra
2018	J	`jnl`	Some parametrized dynamic priority policies for 2-class M/G/1 queues: completeness and applications. CoRR Manu K. Gupta, Nandyala Hemachandra, Jayendran Venkateswaran
2016	J	`jnl`	A model for equilibrium in some service-provider user-set interactions. Ann. Oper. Res. Nandyala Hemachandra, Kamma Sri Naga Rajesh, Mohd. Abdul Qavi
2016	—	`conf`	Some algorithms for correlated bandits with non-stationary rewards: Regret bounds and applications. CODS Prathamesh Mayekar, Nandyala Hemachandra
2015	—	`conf`	A Geometric Viewpoint of the Selection of the Regularization Parameter in Some Support Vector Machines. MIKE Nandyala Hemachandra, Puja Sahu
2015	—	`conf`	Finite horizon risk sensitive MDP and linear programming. CDC Atul Kumar, Veeraruna Kavitha, Nandyala Hemachandra
2015	B	`conf`	On 2-moment completeness of non pre-emptive, non anticipative work conserving scheduling policies in some single class queues. WiOpt Manu K. Gupta, Nandyala Hemachandra
2015	B	`conf`	On a conservation law and the achievable region for waiting time tail probabilities in 2-class M/G/1 queueing systems. WiOpt Manu K. Gupta, Nandyala Hemachandra
2015	B	`conf`	Performance analysis and decomposition results for some dynamic priority schemes in 2-class queues. WiOpt Prathamesh Mayekar, Jayendran Venkateswaran, Manu K. Gupta, Nandyala Hemachandra
2015	B	`conf`	Power constrained DTNs: Risk MDP-LP approach. WiOpt Atul Kumar, Veeraruna Kavitha, Nandyala Hemachandra
2015	A*	`conf`	Price of fairness for opportunistic and priority schedulers. INFOCOM Malhar Mehta, Veeraruna Kavitha, Nandyala Hemachandra
2014	—	`conf`	On mean waiting time completeness and equivalence of EDD and HOL-PJ dynamic priority in 2-class M/G/1 queue. VALUETOOLS Manu K. Gupta, Nandyala Hemachandra, Jayendran Venkateswaran
2013	—	`conf`	Fairness via priority scheduling. Allerton Veeraruna Kavitha, Nandyala Hemachandra, Debayan Das
2010	J	`jnl`	Sensitivity analysis and optimal ultimately stationary deterministic policies in some constrained discounted cost models. Math. Methods Oper. Res. Krishnamurthy Iyer, Nandyala Hemachandra
2009	—	`conf`	Stability considerations and service level measures in production - inventory systems: a simulation study. CASE D. Bijulal, Jayendran Venkateswaran, Nandyala Hemachandra
2004	J	`jnl`	DiffServ node with join minimum cost queue policy and multiclass traffic. Perform. Evaluation Rahul Tandra, Nandyala Hemachandra, D. Manjunath
2002	B	`conf`	DiffServ node with join minimum cost queue policy: analysis with multiclass traffic. GLOBECOM D. Manjunath, Ashish Goel, Nandyala Hemachandra