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ORCIDAyan Acharya
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2020 – today
- 2024
[c19]Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna:
A Precise Characterization of SGD Stability Using Loss Surface Geometry. ICLR 2024- [i16]Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna:
A Precise Characterization of SGD Stability Using Loss Surface Geometry. CoRR abs/2401.12332 (2024) - [i15]Soumya Dutta, Faheem Nizar, Ahmad Amaan, Ayan Acharya:
Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis. CoRR abs/2406.18545 (2024) - 2023
- [c18]Ayan Acharya
, Siyuan Gao, Ankan Saha, Borja Ocejo, Kinjal Basu, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Parag Agrawal:
Optimizing for Member Value in an Edge Building Marketplace. CIKM 2023: 5-14 - [c17]Aman Gupta, S. Sathiya Keerthi, Ayan Acharya, Miao Cheng, Borja Ocejo Elizondo, Rohan Ramanath, Rahul Mazumder, Kinjal Basu, J. Kenneth Tay, Rupesh Gupta:
Practical Design of Performant Recommender Systems using Large-scale Linear Programming-based Global Inference. KDD 2023: 5781-5782 - [c16]Ayan Acharya, Siyuan Gao, Borja Ocejo, Kinjal Basu, Ankan Saha, Sathiya Keerthi Selvaraj, Rahul Mazumder, Parag Agrawal, Aman Gupta:
Promoting Inactive Members in Edge-Building Marketplace. WWW (Companion Volume) 2023: 945-949 - [i14]Kayhan Behdin, Qingquan Song, Aman Gupta, Ayan Acharya, David Durfee, Borja Ocejo, S. Sathiya Keerthi, Rahul Mazumder:
mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization. CoRR abs/2302.09693 (2023) - [i13]Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi Selvaraj, Rahul Mazumder:
QuantEase: Optimization-based Quantization for Language Models - An Efficient and Intuitive Algorithm. CoRR abs/2309.01885 (2023) - 2022
- [i12]Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, S. Sathiya Keerthi, Rahul Mazumder:
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization. CoRR abs/2212.04343 (2022) - 2020
- [i11]Matthew J. P. Walker, Bo Yan, Yiou Xiao, Yafei Wang, Ayan Acharya:
Isometric Graph Neural Networks. CoRR abs/2006.09554 (2020)
2010 – 2019
- 2019
- [j8]Luiz F. S. Coletta, Moacir Ponti, Eduardo R. Hruschka, Ayan Acharya, Joydeep Ghosh:
Combining clustering and active learning for the detection and learning of new image classes. Neurocomputing 358: 150-165 (2019) - 2018
- [c15]Ayan Acharya, Joydeep Ghosh, Mingyuan Zhou:
A Dual Markov Chain Topic Model for Dynamic Environments. KDD 2018: 1099-1108 - 2015
- [j7]Luiz F. S. Coletta, Eduardo R. Hruschka, Ayan Acharya, Joydeep Ghosh:
Using metaheuristics to optimize the combination of classifier and cluster ensembles. Integr. Comput. Aided Eng. 22(3): 229-242 (2015) - [j6]Luiz F. S. Coletta, Eduardo Raul Hruschka, Ayan Acharya, Joydeep Ghosh:
A differential evolution algorithm to optimise the combination of classifier and cluster ensembles. Int. J. Bio Inspired Comput. 7(2): 111-124 (2015) - [c14]Ayan Acharya, Joydeep Ghosh, Mingyuan Zhou:
Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices. AISTATS 2015 - [c13]Avijit Saha, Ayan Acharya, Balaraman Ravindran, Joydeep Ghosh:
Nonparametric Poisson Factorization Machine. ICDM 2015: 967-972 - [c12]Ayan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh:
Gamma Process Poisson Factorization for Joint Modeling of Network and Documents. ECML/PKDD (1) 2015: 283-299 - 2014
- [j5]Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya:
An Optimization Framework for Combining Ensembles of Classifiers and Clusterers with Applications to Nontransductive Semisupervised Learning and Transfer Learning. ACM Trans. Knowl. Discov. Data 9(1): 1:1-1:35 (2014) - [c11]Ayan Acharya, Raymond J. Mooney, Joydeep Ghosh:
Active Multitask Learning Using Both Latent and Supervised Shared Topics. SDM 2014: 190-198 - 2013
- [c10]Suriya Gunasekar, Ayan Acharya, Neeraj Gaur, Joydeep Ghosh:
Noisy Matrix Completion Using Alternating Minimization. ECML/PKDD (2) 2013: 194-209 - [c9]Ayan Acharya, Aditya Rawal, Raymond J. Mooney, Eduardo R. Hruschka:
Using Both Latent and Supervised Shared Topics for Multitask Learning. ECML/PKDD (2) 2013: 369-384 - [c8]Ayan Acharya, Joydeep Ghosh, Eduardo R. Hruschka, Jean-David Ruvini, Badrul Sarwar:
Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning. SDM 2013: 288-296 - [p1]Joydeep Ghosh, Ayan Acharya:
Cluster Ensembles: Theory and Applications. Data Clustering: Algorithms and Applications 2013: 551-570 - 2012
- [c7]Ayan Acharya, Jangwon Lee, An Chen:
Real Time Car Detection and Tracking in Mobile Devices. ICCVE 2012: 239-240 - [c6]Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya:
Transfer Learning with Cluster Ensembles. ICML Unsupervised and Transfer Learning 2012: 123-132 - [i10]Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh:
A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles. CoRR abs/1204.4521 (2012) - [i9]Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya:
An Optimization Framework for Semi-Supervised and Transfer Learning using Multiple Classifiers and Clusterers. CoRR abs/1206.0994 (2012) - [i8]Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Badrul Sarwar, Jean-David Ruvini:
Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning. CoRR abs/1211.2304 (2012) - 2011
- [j4]Joydeep Ghosh, Ayan Acharya:
Cluster ensembles. WIREs Data Mining Knowl. Discov. 1(4): 305-315 (2011) - [c5]Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya:
C 3E: A Framework for Combining Ensembles of Classifiers and Clusterers. MCS 2011: 269-278 - [c4]Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh:
A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles. SocialCom/PASSAT 2011: 1169-1172
2000 – 2009
- 2009
- [j3]Deepyaman Maiti, Mithun Chakraborty, Ayan Acharya, Amit Konar:
A partly deterministic and partly stochastic scheme for the identification of fractional-order processes. Int. J. Adv. Intell. Paradigms 1(3): 332-357 (2009) - [c3]Ayan Acharya, Anand Seetharam, Abhishek Bhattacharyya, Mrinal K. Naskar:
Balancing Energy Dissipation in Data Gathering Wireless Sensor Networks Using Ant Colony Optimization. ICDCN 2009: 437-443 - [c2]Madhumala Ghosh, Aruna Chakraborty, Ayan Acharya, Amit Konar, Bijaya K. Panigrahi:
A recurrent neural model for parameter estimation of mixed emotions from facial expressions of the subjects. IJCNN 2009: 965-972 - 2008
- [j2]Ayan Acharya, Aritra Banerjee, Amit Konar, Lakhmi C. Jain:
Extension of Ant System algorithms with exponential pheromone deposition rule for improved performance. Int. J. Intell. Def. Support Syst. 1(4): 319-354 (2008) - [j1]Ayan Acharya, Kaushik Chattopadhyay, Aritra Banerjee, Amit Konar:
Novel and improved methods of regular geometric shape recognition from digital image using artificial ants. Int. J. Intell. Def. Support Syst. 1(4): 355-376 (2008) - [c1]Koushik Chattopadhyay, Ayan Acharya, Aritra Banerjee, Joydeep Basu, Amit Konar:
Fast and Efficient Circle Detection Schemes for Digital Image. ICETET 2008: 128-133 - [i7]Deepyaman Maiti, Ayan Acharya, Amit Konar:
A Swarm Intelligence Based Scheme for Complete and Fault-tolerant Identification of a Dynamical Fractional Order Process. CoRR abs/0811.0078 (2008) - [i6]Ayan Acharya, Deepyaman Maiti, Amit Konar, Ramadoss Janarthanan:
A Deterministic Model for Analyzing the Dynamics of Ant System Algorithm and Performance Amelioration through a New Pheromone Deposition Approach. CoRR abs/0811.0080 (2008) - [i5]Deepyaman Maiti, Ayan Acharya, Mithun Chakraborty, Amit Konar, Ramadoss Janarthanan:
Tuning PID and FOPID Controllers using the Integral Time Absolute Error Criterion. CoRR abs/0811.0083 (2008) - [i4]Ayan Acharya, Deepyaman Maiti, Aritra Banerjee, Amit Konar:
Balancing Exploration and Exploitation by an Elitist Ant System with Exponential Pheromone Deposition Rule. CoRR abs/0811.0131 (2008) - [i3]Deepyaman Maiti, Ayan Acharya, Amit Konar, Ramadoss Janarthanan:
A Novel Parser Design Algorithm Based on Artificial Ants. CoRR abs/0811.0134 (2008) - [i2]Deepyaman Maiti, Ayan Acharya, Ramadoss Janarthanan, Amit Konar:
Complete Identification of a Dynamic Fractional Order System Under Non-ideal Conditions Using Fractional Differintegral Definitions. CoRR abs/0811.0135 (2008) - [i1]Ayan Acharya, Deepyaman Maiti, Aritra Banerjee, Ramadoss Janarthanan, Amit Konar:
Extension of Max-Min Ant System with Exponential Pheromone Deposition Rule. CoRR abs/0811.0136 (2008)
Coauthor Index
aka: Eduardo Raul Hruschka
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