Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Nimesh Agrawal, Anuj Kumar Sirohi, Sandeep Kumar, Jayadeva |
No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 10775-10783, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Debanjali Sarkar, Taimoor Khan, Jayadeva, Ahmed A. Kishk |
Machine Learning Assisted Hybrid Electromagnetic Modeling Framework and Its Applications to UWB MIMO Antennas. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 19645-19656, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Suresh Bishnoi, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan |
Graph Neural Stochastic Differential Equations for Learning Brownian Dynamics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.11435, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Mohd Zaki, Jayadeva, Mausam, N. M. Anoop Krishnan |
MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.09115, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Nimesh Agrawal, Anuj Kumar Sirohi, Jayadeva, Sandeep Kumar |
No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.10080, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan |
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.05299, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan |
Enhancing the Inductive Biases of Graph Neural ODE for Modeling Physical Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Mohd Zaki, Siddhant Sharma, Sunil Kumar Gurjar, Raju Goyal, Jayadeva, N. M. Anoop Krishnan |
Cementron: Machine Learning the Constituent Phases in Cement Clinker from Optical Images. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.03223, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Suresh Bishnoi, Skyler Badge, Jayadeva, N. M. Anoop Krishnan |
Predicting Oxide Glass Properties with Low Complexity Neural Network and Physical and Chemical Descriptors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.10507, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Shruti Pandey, Jayadeva, Smruti R. Sarangi |
A Novel Meta-predictor based Algorithm for Testing VLSI Circuits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.11312, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Shruti Sharma, Santanu Chaudhury, Jayadeva |
Block Sparse Variational Bayes Regression Using Matrix Variate Distributions With Application to SSVEP Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks Learn. Syst. ![In: IEEE Trans. Neural Networks Learn. Syst. 33(1), pp. 351-365, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta |
ComBI: Compressed Binary Search Tree for Approximate k-NN Searches in Hamming Space. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Big Data Res. ![In: Big Data Res. 25, pp. 100223, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Mayank Sharma, Sumit Soman, Jayadeva |
Minimal Complexity Machines Under Weight Quantization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Computers ![In: IEEE Trans. Computers 70(8), pp. 1189-1198, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta |
Linear time identification of local and global outliers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 429, pp. 141-150, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Kartikeya Badola, Sameer Ambekar, Himanshu Pant, Sumit Soman, Anuradha Sural, Rajiv Narang, Suresh Chandra 0001, Jayadeva |
Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2102.07975, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
1 | Skyler Badge, Sumit Soman, Suresh Chandra 0001, Jayadeva |
Kernel optimization using conformal maps for the minimal complexity machine. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eng. Appl. Artif. Intell. ![In: Eng. Appl. Artif. Intell. 106, pp. 104493, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Aashi Jindal, Prashant Gupta, Debarka Sengupta, Jayadeva |
Enhash: A Fast Streaming Algorithm For Concept Drift Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ESANN ![In: 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Sumit Soman, Jayadeva, Rajat Thakur, Mayank Sharma, Suresh Chandra 0001 |
Sparsity in function and derivative approximation via the empirical feature space. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 512, pp. 402-415, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sumit Soman, Himanshu Pant, Mayank Sharma |
QMCM: Minimizing Vapnik's bound on the VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 399, pp. 352-360, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
1 | Aashi Jindal, Prashant Gupta, Debarka Sengupta, Jayadeva |
Enhash: A Fast Streaming Algorithm For Concept Drift Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2011.03729, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
|
1 | Himanshu Pant, Jayadeva, Sumit Soman |
Complexity Controlled Generative Adversarial Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2011.10223, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
|
1 | Himanshu Pant, Sumit Soman, Jayadeva, Amit Bhaya |
Neurodynamical classifiers with low model complexity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Networks ![In: Neural Networks 132, pp. 405-415, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Himanshu Pant, Mayank Sharma, Sumit Soman |
Twin Neural Networks for the classification of large unbalanced datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 343, pp. 34-49, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP DOI BibTeX RDF |
|
1 | Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta |
Guided Random Forest and its application to data approximation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1909.00659, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
1 | Mayank Sharma, Suraj Tripathi, Abhimanyu Dubey, Jayadeva, Sai Guruju, Nihal Goalla |
Smaller Models, Better Generalization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1908.11250, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
1 | Mayank Sharma, Aayush Yadav, Sumit Soman, Jayadeva |
Effect of Various Regularizers on Model Complexities of Neural Networks in Presence of Input Noise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1901.11458, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
1 | Sumit Soman, Jayadeva |
Learning from Low Training Data using Classifiers with Derivative Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COMAD/CODS ![In: Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, COMAD/CODS 2019, Kolkata, India, January 3-5, 2019, pp. 86-93, 2019, ACM, 978-1-4503-6207-8. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Mayank Sharma, Sumit Soman, Himanshu Pant |
Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space - Submitted to the Special Issue on "Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition". ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Process. Lett. ![In: Neural Process. Lett. 48(2), pp. 881-913, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Mayank Sharma, Jayadeva, Sumit Soman |
Radius-margin bounds for deep neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1811.01171, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP BibTeX RDF |
|
1 | Udit Kumar, Sumit Soman, Jayadeva |
Eigen-MM: EigenAnt Modified Mtsls1 for local search. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Swarm Evol. Comput. ![In: Swarm Evol. Comput. 43, pp. 166-183, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sumit Soman, Soumya Saxena |
EigenSample: A non-iterative technique for adding samples to small datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Soft Comput. ![In: Appl. Soft Comput. 70, pp. 1064-1077, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Shruti Sharma, Santanu Chaudhury, Jayadeva |
Some Comments on Variational Bayes Block Sparse Modeling with Correlated Entries. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RRPR ![In: Reproducible Research in Pattern Recognition - Second International Workshop, RRPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers, pp. 110-117, 2018, Springer, 978-3-030-23986-2. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Shruti Sharma, Santanu Chaudhury, Jayadeva |
Variational Bayes Block Sparse Modeling with Correlated Entries. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPR ![In: 24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, August 20-24, 2018, pp. 1313-1318, 2018, IEEE Computer Society, 978-1-5386-3788-3. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Shruti Sharma, Santanu Chaudhury, Jayadeva |
Temporal Modeling of EEG Signals using Block Sparse Variational Bayes Framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICVGIP ![In: ICVGIP 2018: 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 18-22 December, 2018, pp. 71:1-71:7, 2018, ACM, 978-1-4503-6615-1. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Shruti Sharma, Santanu Chaudhury, Jayadeva, Snigdha Bhagat |
Sparse Signal Recovery for Multiple Measurement Vectors with Temporally Correlated Entries: A Bayesian Perspective. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICVGIP ![In: ICVGIP 2018: 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 18-22 December, 2018, pp. 66:1-66:8, 2018, ACM, 978-1-4503-6615-1. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Himanshu Pant, Sumit Soman, Jayadeva, Mayank Sharma |
Twin Neural Networks for Efficient EEG Signal Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018, pp. 1-7, 2018, IEEE, 978-1-5090-6014-6. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Mayank Sharma, Sumit Soman, Jayadeva, Himanshu Pant |
Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018, pp. 1-8, 2018, IEEE, 978-1-5090-6014-6. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Mayank Sharma, Jayadeva, Sumit Soman, Himanshu Pant |
Large-Scale Minimal Complexity Machines Using Explicit Feature Maps. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Syst. Man Cybern. Syst. ![In: IEEE Trans. Syst. Man Cybern. Syst. 47(10), pp. 2653-2662, 2017. The full citation details ...](Pics/full.jpeg) |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Pawas Gupta, Sanjit S. Batra, Jayadeva |
Sparse short-term time series forecasting models via minimum model complexity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 243, pp. 1-11, 2017. The full citation details ...](Pics/full.jpeg) |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Disha Shrivastava, Santanu Chaudhury, Jayadeva |
A Data and Model-Parallel, Distributed and Scalable Framework for Training of Deep Networks in Apache Spark. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1708.05840, 2017. The full citation details ...](Pics/full.jpeg) |
2017 |
DBLP BibTeX RDF |
|
1 | Jayadeva, Himanshu Pant, Mayank Sharma, Abhimanyu Dubey, Sumit Soman, Sai Guruju, Nihal Goalla |
Learning Neural Network Classifiers with Low Model Complexity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1707.09933, 2017. The full citation details ...](Pics/full.jpeg) |
2017 |
DBLP BibTeX RDF |
|
1 | Himanshu Pant, Jayadeva, Sumit Soman, Mayank Sharma |
Scalable Twin Neural Networks for Classification of Unbalanced Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1705.00347, 2017. The full citation details ...](Pics/full.jpeg) |
2017 |
DBLP BibTeX RDF |
|
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Twin Support Vector Machines - Models, Extensions and Applications ![Search on Bibsonomy](Pics/bibsonomy.png) |
|
2017 |
DOI RDF |
|
1 | Jayadeva, Suresh Chandra 0001, Sanjit S. Batra, Siddarth Sabharwal |
Learning a hyperplane regressor through a tight bound on the VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 171, pp. 1610-1616, 2016. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Abhimanyu Dubey, Jayadeva, Sumeet Agarwal |
Examining Representational Similarity in ConvNets and the Primate Visual Cortex. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1609.03529, 2016. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP BibTeX RDF |
|
1 | Udit Kumar, Sumit Soman, Jayadeva |
Benchmarking NLopt and state-of-the-art algorithms for continuous global optimization via IACOR. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Swarm Evol. Comput. ![In: Swarm Evol. Comput. 27, pp. 116-131, 2016. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Udit Kumar, Sumit Soman, Jayadeva |
EigenAnt assisted IACOℝ for continuous global optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SMC ![In: 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016, Budapest, Hungary, October 9-12, 2016, pp. 3440-3445, 2016, IEEE, 978-1-5090-1897-0. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Sumit Soman, Jayadeva, Sridhar P. Arjunan, Dinesh Kant Kumar |
Improved sEMG signal classification using the Twin SVM. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SMC ![In: 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016, Budapest, Hungary, October 9-12, 2016, pp. 4507-4512, 2016, IEEE, 978-1-5090-1897-0. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva |
Learning a hyperplane classifier by minimizing an exact bound on the VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 149, pp. 683-689, 2015. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sanjit Singh Batra, Siddarth Sabharwal |
Learning a Fuzzy Hyperplane Fat Margin Classifier with Minimum VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1501.02432, 2015. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
|
1 | Phool Preet, Sanjit Singh Batra, Jayadeva |
Feature Selection for classification of hyperspectral data by minimizing a tight bound on the VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1509.08112, 2015. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
|
1 | Jayadeva, Sumit Soman, Amit Bhaya |
A Neurodynamical System for finding a Minimal VC Dimension Classifier. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1503.03148, 2015. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
|
1 | Udit Kumar, Sumit Soman, Jayadeva |
Benchmarking NLopt and state-of-art algorithms for Continuous Global Optimization via Hybrid IACOℝ. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1503.03175, 2015. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
|
1 | Sumit Soman, Jayadeva |
High performance EEG signal classification using classifiability and the Twin SVM. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Soft Comput. ![In: Appl. Soft Comput. 30, pp. 305-318, 2015. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP DOI BibTeX RDF |
|
1 | Udit Kumar, Jayadeva, Sumit Soman |
Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015, Companion Material Proceedings, pp. 1417-1418, 2015, ACM, 978-1-4503-3488-4. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP DOI BibTeX RDF |
|
1 | Udit Kumar, Jayadeva, Sumit Soman |
Enhancing IACOR Local Search by Mtsls1-BFGS for Continuous Global Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015, pp. 33-40, 2015, ACM, 978-1-4503-3472-3. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sumit Soman, Amit Bhaya |
The MC-ELM: Learning an ELM-like network with minimum VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: 2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015, pp. 1-7, 2015, IEEE, 978-1-4799-1960-4. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Suresh Chandra 0001, Siddarth Sabharwal, Sanjit S. Batra |
Learning a hyperplane regressor by minimizing an exact bound on the VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1410.4573, 2014. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP BibTeX RDF |
|
1 | Jayadeva |
Learning a hyperplane classifier by minimizing an exact bound on the VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1408.2803, 2014. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP BibTeX RDF |
|
1 | Jayadeva, Sanjit S. Batra, Siddarth Sabharwal |
Feature Selection through Minimization of the VC dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1410.7372, 2014. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP BibTeX RDF |
|
1 | Eugenius Kaszkurewicz, Amit Bhaya, Jayadeva, João Marcos Meirelles da Silva |
The Coupled EigenAnt algorithm for shortest path problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014, pp. 1729-1735, 2014, IEEE, 978-1-4799-1488-3. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sameena Shah, Amit Bhaya, Ravi Kothari, Suresh Chandra 0001 |
Ants find the shortest path: a mathematical proof. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Swarm Intell. ![In: Swarm Intell. 7(1), pp. 43-62, 2013. The full citation details ...](Pics/full.jpeg) |
2013 |
DBLP DOI BibTeX RDF |
|
1 | Audrey Tan, Dinesh K. Kumar, Sridhar P. Arjunan, Jayadeva |
Computation and study of the low-frequency oscillation of surface electromyogram recorded in biceps during isometric upper limb contraction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EMBC ![In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013, Osaka, Japan, July 3-7, 2013, pp. 2128-2131, 2013, IEEE. The full citation details ...](Pics/full.jpeg) |
2013 |
DBLP DOI BibTeX RDF |
|
1 | Vasiliki N. Ikonomidou, Jayadeva, Robert W. Newcomb, Mona E. Zaghloul |
Biomedical sensor properties of flexible PolyVinyliDene flouride. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PETRA ![In: The 6th International Conference on PErvasive Technologies Related to Assistive Environments, PETRA '13, Island of Rhodes, Greece, May 29-31, 2013, pp. 51:1-51:2, 2013, ACM, 978-1-4503-1973-7. The full citation details ...](Pics/full.jpeg) |
2013 |
DBLP DOI BibTeX RDF |
|
1 | Sachindra Joshi, Jayadeva, Ganesh Ramakrishnan, Suresh Chandra 0001 |
Using Sequential Unconstrained Minimization Techniques to simplify SVM solvers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 77(1), pp. 253-260, 2012. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
1 | Mittul Singh, Jivitej Chadha, Puneet Ahuja, Jayadeva, Suresh Chandra 0001 |
Reduced twin support vector regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 74(9), pp. 1474-1477, 2011. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sameena Shah, Ravi Kothari, Suresh Chandra 0001 |
Debugging ants: How ants find the shortest route. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICICS ![In: 8th International Conference on Information, Communications & Signal Processing, ICICS 2011, Singapore, Singapore, December 13-16, 2011, pp. 1-5, 2011, IEEE, 978-1-4577-0029-3. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
1 | Sameena Shah, Jayadeva, Ravi Kothari, Suresh Chandra 0001 |
M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011, pp. 732-737, 2011, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
1 | Sameena Shah, Ravi Kothari, Jayadeva, Suresh Chandra 0001 |
Trail formation in ants. A generalized Polya urn process. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Swarm Intell. ![In: Swarm Intell. 4(2), pp. 145-171, 2010. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Reshma Khemchandani, Jayadeva, Suresh Chandra 0001 |
Learning the optimal kernel for Fisher discriminant analysis via second order cone programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eur. J. Oper. Res. ![In: Eur. J. Oper. Res. 203(3), pp. 692-697, 2010. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Ganesh R. Naik, Dinesh Kant Kumar, Jayadeva |
Twin SVM for gesture classification using the surface electromyogram. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Inf. Technol. Biomed. ![In: IEEE Trans. Inf. Technol. Biomed. 14(2), pp. 301-308, 2010. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Reshma Khemchandani, Jayadeva, Suresh Chandra 0001 |
Regularized least squares fuzzy support vector regression for financial time series forecasting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 36(1), pp. 132-138, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Reshma Khemchandani, Jayadeva, Suresh Chandra 0001 |
Optimal kernel selection in twin support vector machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Optim. Lett. ![In: Optim. Lett. 3(1), pp. 77-88, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Learning kernels, Twin support vector machines, Kernel methods, Convex optimization |
1 | Reshma Khemchandani, Jayadeva, Suresh Chandra 0001 |
Knowledge based proximal support vector machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eur. J. Oper. Res. ![In: Eur. J. Oper. Res. 195(3), pp. 914-923, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sameena Shah, Suresh Chandra 0001 |
Kernel Optimization Using a Generalized Eigenvalue Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PReMI ![In: Pattern Recognition and Machine Intelligence, Third International Conference, PReMI 2009, New Delhi, India, December 16-20, 2009 Proceedings, pp. 32-37, 2009, Springer, 978-3-642-11163-1. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Sameena Shah, Suresh Chandra 0001 |
Zero Norm Least Squares Proximal SVR. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PReMI ![In: Pattern Recognition and Machine Intelligence, Third International Conference, PReMI 2009, New Delhi, India, December 16-20, 2009 Proceedings, pp. 38-43, 2009, Springer, 978-3-642-11163-1. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Reshma Khemchandani, Jayadeva, Suresh Chandra 0001 |
Linear potential proximal support vector machines for pattern classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Optim. Methods Softw. ![In: Optim. Methods Softw. 23(4), pp. 491-500, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Regularized least squares support vector regression for the simultaneous learning of a function and its derivatives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 178(17), pp. 3402-3414, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
1 | V. Girish, Jayadeva, Saeid Nooshabadi |
Design methodology for configurable analog to digital conversion using support vector machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Microelectron. J. ![In: Microelectron. J. 39(5), pp. 822-827, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
1 | Sameena Shah, Ravi Kothari, Jayadeva, Suresh Chandra 0001 |
Mathematical Modeling and Convergence Analysis of Trail Formation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, AAAI 2008, Chicago, Illinois, USA, July 13-17, 2008, pp. 170-175, 2008, AAAI Press, 978-1-57735-368-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP BibTeX RDF |
|
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Fuzzy multi-category proximal support vector classification via generalized eigenvalues. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 11(7), pp. 679-685, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Proximal classifier, Multi-category classification, Fuzzy data classification, Support vector machines, Generalized eigenvalues |
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Twin Support Vector Machines for Pattern Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 29(5), pp. 905-910, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
machine learning, Support vector machines, pattern classification, eigenvalues, eigenvectors, generalized eigenvalues |
1 | Alok Kanti Deb, Jayadeva, Madan Gopal, Suresh Chandra 0001 |
SVM-Based Tree-Type Neural Networks as a Critic in Adaptive Critic Designs for Control. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks ![In: IEEE Trans. Neural Networks 18(4), pp. 1016-1030, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Regularized Least Squares Fuzzy Support Vector Regression for Time Series Forecasting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, pp. 593-598, 2006, IEEE, 0-7803-9490-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Regularized Least Squares Twin SVR for the Simultaneous Learning of a Function and its Derivative. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, pp. 1192-1197, 2006, IEEE, 0-7803-9490-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Fuzzy linear proximal support vector machines for multi-category data classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 67, pp. 426-435, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Fuzzy Proximal Support Vector Classification Via Generalized Eigenvalues. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PReMI ![In: Pattern Recognition and Machine Intelligence, First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005, Proceedings, pp. 360-363, 2005, Springer, 3-540-30506-8. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
fuzzy data classification, proximal classifier, machine learning, Support vector machines, generalized eigenvalue problem |
1 | Jayadeva, Reshma Khemchandani, Suresh Chandra 0001 |
Fast and robust learning through fuzzy linear proximal support vector machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 61, pp. 401-411, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Syed Atiqur Rahman |
A neural network with O(N) neurons for ranking N numbers in O(1/N) time. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Circuits Syst. I Regul. Pap. ![In: IEEE Trans. Circuits Syst. I Regul. Pap. 51-I(10), pp. 2044-2051, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
1 | Shantanu Chakrabartty, Gert Cauwenberghs, Jayadeva |
Sparse Probability Regression by Label Partitioning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COLT ![In: Computational Learning Theory and Kernel Machines, 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings, pp. 231-242, 2003, Springer, 3-540-40720-0. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva |
Sequential Chaotic Annealing and its Application to Multilayer Channel Routing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
VLSI Design ![In: 12th International Conference on VLSI Design (VLSI Design 1999), 10-13 January 1999, Goa, India, pp. 570-573, 1999, IEEE Computer Society, 0-7695-0013-7. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Basabi Bhaumik |
A neural network for the Steiner minimal tree problem. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Biol. Cybern. ![In: Biol. Cybern. 70(5), pp. 485-494, 1994. The full citation details ...](Pics/full.jpeg) |
1994 |
DBLP DOI BibTeX RDF |
|
1 | Jayadeva, Basabi Bhaumik |
Optimization with neural networks: a recipe for improving convergence and solution quality. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Biol. Cybern. ![In: Biol. Cybern. 67(5), pp. 445-449, 1992. The full citation details ...](Pics/full.jpeg) |
1992 |
DBLP DOI BibTeX RDF |
|