Nandyala Hemachandra

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 36

Top Topics

Cost Minimization

Reinforcement Learning

Markov Decision Processes

Top Venues

Publications

Shivam Gupta, Shweta Jain, Narayanan C. Krishnan, Ganesh Ghalme, Nandyala Hemachandra
Online Algorithm for Clustering with Capacity Constraints. COMAD/CODS (2024)
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
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data. AAAI (2024)
Uday Kumar M, Veeraruna Kavitha, Sanjay P. Bhat, Nandyala Hemachandra
Optimal Markov Policies for Finite-Horizon Constrained MDPs With Combined Additive and Multiplicative Utilities. IEEE Control. Syst. Lett. 7 (2023)
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
AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data. CoRR (2023)
Prashant Trivedi, Nandyala Hemachandra
Multi-Agent Natural Actor-Critic Reinforcement Learning Algorithms. Dyn. Games Appl. 13 (1) (2023)
Uday Kumar M, Sanjay P. Bhat, Veeraruna Kavitha, Nandyala Hemachandra
Approximate solutions to constrained risk-sensitive Markov decision processes. Eur. J. Oper. Res. 310 (1) (2023)
Prashant Trivedi, Nandyala Hemachandra
Multi-Agent congestion cost minimization with linear function approximation. CoRR (2023)
Prashant Trivedi, Nandyala Hemachandra
Multi-Agent congestion cost minimization with linear function approximations. AISTATS (2023)
Prashant Trivedi, Nandyala Hemachandra
Noise Robust Core-stable Coalitions of Hedonic Games. ACML (2022)
Prashant Trivedi, Nandyala Hemachandra
Multi-agent Natural Actor-critic Reinforcement Learning Algorithms. CoRR (2021)
Inderjeet Singh, Nandyala Hemachandra
Anomaly Detection using Capsule Networks for High-dimensional Datasets. CoRR (2021)
Prashant Trivedi, Nandyala Hemachandra
Learning Noisy Hedonic Games. CoRR (2021)
Manu K. Gupta, Nandyala Hemachandra, Jayendran Venkateswaran
Some Parameterized Dynamic Priority Policies for Two-Class M/G/1 Queues: Completeness and Applications. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5 (2) (2020)
Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
Unsupervised Online Feature Selection for Cost-Sensitive Medical Diagnosis. COMSNETS (2020)
Puja Sahu, Nandyala Hemachandra
Optimal Posteriors for Chi-squared Divergence based PAC-Bayesian Bounds and Comparison with KL-divergence based Optimal Posteriors and Cross-Validation Procedure. CoRR (2020)
Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
Thompson Sampling for Unsupervised Sequential Selection. ACML (2020)
Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
Unsupervised Online Feature Selection for Cost-Sensitive Medical Diagnosis. CoRR (2020)
Arun Verma, Manjesh Kumar Hanawal, Nandyala Hemachandra
Thompson Sampling for Unsupervised Sequential Selection. CoRR (2020)
Sandhya Tripathi, Nandyala Hemachandra
Cost Sensitive Learning in the Presence of Symmetric Label Noise. CoRR (2019)
Sandhya Tripathi, Nandyala Hemachandra
Cost Sensitive Learning in the Presence of Symmetric Label Noise. PAKDD (1) (2019)
Manu K. Gupta, Nandyala Hemachandra
A proof of the conjecture in "Pricing surplus server capacity for mean waiting time sensitive customers". VALUETOOLS (2019)
Puja Sahu, Nandyala Hemachandra
Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. ACML (2019)
Puja Sahu, Nandyala Hemachandra
Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. CoRR (2019)
Veeraruna Kavitha, Nandyala Hemachandra, Mayur Zambre
Opportunistic schedulers and asymptotic price for fairness. Comput. Commun. 148 (2019)
Uday Kumar M, Sanjay P. Bhat, Veeraruna Kavitha, Nandyala Hemachandra
Ultimately Stationary Policies to Approximate Risk-Sensitive Discounted MDPs. VALUETOOLS (2019)
Manu K. Gupta, Nandyala Hemachandra, Jayendran Venkateswaran
Some parametrized dynamic priority policies for 2-class M/G/1 queues: completeness and applications. CoRR (2018)
Puja Sahu, Nandyala Hemachandra
Some new PAC-Bayesian bounds and their use in selection of regularization parameter for linear SVMs. COMAD/CODS (2018)
Prathamesh Mayekar, Nandyala Hemachandra
Some algorithms for correlated bandits with non-stationary rewards: Regret bounds and applications. CODS (2016)
Nandyala Hemachandra, Kamma Sri Naga Rajesh, Mohd. Abdul Qavi
A model for equilibrium in some service-provider user-set interactions. Ann. Oper. Res. 243 (1-2) (2016)
Nandyala Hemachandra, Puja Sahu
A Geometric Viewpoint of the Selection of the Regularization Parameter in Some Support Vector Machines. MIKE (2015)
Atul Kumar, Veeraruna Kavitha, Nandyala Hemachandra
Finite horizon risk sensitive MDP and linear programming. CDC (2015)
Prathamesh Mayekar, Jayendran Venkateswaran, Manu K. Gupta, Nandyala Hemachandra
Performance analysis and decomposition results for some dynamic priority schemes in 2-class queues. WiOpt (2015)
Manu K. Gupta, Nandyala Hemachandra
On a conservation law and the achievable region for waiting time tail probabilities in 2-class M/G/1 queueing systems. WiOpt (2015)
Malhar Mehta, Veeraruna Kavitha, Nandyala Hemachandra
Price of fairness for opportunistic and priority schedulers. INFOCOM (2015)
Atul Kumar, Veeraruna Kavitha, Nandyala Hemachandra
Power constrained DTNs: Risk MDP-LP approach. WiOpt (2015)
Manu K. Gupta, Nandyala Hemachandra
On 2-moment completeness of non pre-emptive, non anticipative work conserving scheduling policies in some single class queues. WiOpt (2015)
Manu K. Gupta, Nandyala Hemachandra, Jayendran Venkateswaran
On mean waiting time completeness and equivalence of EDD and HOL-PJ dynamic priority in 2-class M/G/1 queue. VALUETOOLS (2014)
Veeraruna Kavitha, Nandyala Hemachandra, Debayan Das
Fairness via priority scheduling. Allerton (2013)
Krishnamurthy Iyer, Nandyala Hemachandra
Sensitivity analysis and optimal ultimately stationary deterministic policies in some constrained discounted cost models. Math. Methods Oper. Res. 71 (3) (2010)
D. Bijulal, Jayendran Venkateswaran, Nandyala Hemachandra
Stability considerations and service level measures in production - inventory systems: a simulation study. CASE (2009)
Rahul Tandra, Nandyala Hemachandra, D. Manjunath
DiffServ node with join minimum cost queue policy and multiclass traffic. Perform. Evaluation 55 (1-2) (2004)
D. Manjunath, Ashish Goel, Nandyala Hemachandra
DiffServ node with join minimum cost queue policy: analysis with multiclass traffic. GLOBECOM (2002)