Ayan Acharya - RankMe

47 papers A* 4A 4B 1Misc 1Journal 26Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Transaction Categorization with Relational Deep Learning in QuickBooks. ECML/PKDD (9) Kaiwen Dong, Padmaja Jonnalagedda, Xiang Gao, Ayan Acharya, Maria Kissa, Mauricio Flores, Nitesh V. Chawla, Kamalika Das
2025	J	`jnl`	Transaction Categorization with Relational Deep Learning in QuickBooks. CoRR Kaiwen Dong, Padmaja Jonnalagedda, Xiang Gao, Ayan Acharya, Maria Kissa, Mauricio Flores, Nitesh V. Chawla, Kamalika Das
2025	J	`jnl`	Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis. IEEE Trans. Vis. Comput. Graph. Soumya Dutta, Faheem Nizar, Ahmad Amaan, Ayan Acharya
2024	A*	`conf`	A Precise Characterization of SGD Stability Using Loss Surface Geometry. ICLR Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna
2024	J	`jnl`	A Precise Characterization of SGD Stability Using Loss Surface Geometry. CoRR Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna
2024	J	`jnl`	Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis. CoRR Soumya Dutta, Faheem Nizar, Ahmad Amaan, Ayan Acharya
2023	A	`conf`	Optimizing for Member Value in an Edge Building Marketplace. CIKM Ayan Acharya, Siyuan Gao, Ankan Saha, Borja Ocejo, Kinjal Basu, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Parag Agrawal
2023	A*	`conf`	Practical Design of Performant Recommender Systems using Large-scale Linear Programming-based Global Inference. KDD Aman Gupta, S. Sathiya Keerthi, Ayan Acharya, Miao Cheng, Borja Ocejo Elizondo, Rohan Ramanath, Rahul Mazumder, Kinjal Basu, J. Kenneth Tay, Rupesh Gupta
2023	—	`conf`	Promoting Inactive Members in Edge-Building Marketplace. WWW (Companion Volume) Ayan Acharya, Siyuan Gao, Borja Ocejo, Kinjal Basu, Ankan Saha, Sathiya Keerthi Selvaraj, Rahul Mazumder, Parag Agrawal, Aman Gupta
2023	J	`jnl`	QuantEase: Optimization-based Quantization for Language Models - An Efficient and Intuitive Algorithm. CoRR Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi Selvaraj, Rahul Mazumder
2023	J	`jnl`	mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization. CoRR Kayhan Behdin, Qingquan Song, Aman Gupta, Ayan Acharya, David Durfee, Borja Ocejo, S. Sathiya Keerthi, Rahul Mazumder
2022	J	`jnl`	Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization. CoRR Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, S. Sathiya Keerthi, Rahul Mazumder
2020	J	`jnl`	Isometric Graph Neural Networks. CoRR Matthew J. P. Walker, Bo Yan, Yiou Xiao, Yafei Wang, Ayan Acharya
2019	J	`jnl`	Combining clustering and active learning for the detection and learning of new image classes. Neurocomputing Luiz F. S. Coletta, Moacir Ponti, Eduardo R. Hruschka, Ayan Acharya, Joydeep Ghosh
2018	A*	`conf`	A Dual Markov Chain Topic Model for Dynamic Environments. KDD Ayan Acharya, Joydeep Ghosh, Mingyuan Zhou
2015	J	`jnl`	A differential evolution algorithm to optimise the combination of classifier and cluster ensembles. Int. J. Bio Inspired Comput. Luiz F. S. Coletta, Eduardo Raul Hruschka, Ayan Acharya, Joydeep Ghosh
2015	—	`conf`	Gamma Process Poisson Factorization for Joint Modeling of Network and Documents. ECML/PKDD (1) Ayan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh
2015	A	`conf`	Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices. AISTATS Ayan Acharya, Joydeep Ghosh, Mingyuan Zhou
2015	A*	`conf`	Nonparametric Poisson Factorization Machine. ICDM Avijit Saha, Ayan Acharya, Balaraman Ravindran, Joydeep Ghosh
2015	J	`jnl`	Using metaheuristics to optimize the combination of classifier and cluster ensembles. Integr. Comput. Aided Eng. Luiz F. S. Coletta, Eduardo R. Hruschka, Ayan Acharya, Joydeep Ghosh
2014	A	`conf`	Active Multitask Learning Using Both Latent and Supervised Shared Topics. SDM Ayan Acharya, Raymond J. Mooney, Joydeep Ghosh
2014	J	`jnl`	An Optimization Framework for Combining Ensembles of Classifiers and Clusterers with Applications to Nontransductive Semisupervised Learning and Transfer Learning. ACM Trans. Knowl. Discov. Data Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya
2013	—	`ch.`	Cluster Ensembles: Theory and Applications. Data Clustering: Algorithms and Applications Joydeep Ghosh, Ayan Acharya
2013	—	`conf`	Noisy Matrix Completion Using Alternating Minimization. ECML/PKDD (2) Suriya Gunasekar, Ayan Acharya, Neeraj Gaur, Joydeep Ghosh
2013	A	`conf`	Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning. SDM Ayan Acharya, Joydeep Ghosh, Eduardo R. Hruschka, Jean-David Ruvini, Badrul Sarwar
2013	—	`conf`	Using Both Latent and Supervised Shared Topics for Multitask Learning. ECML/PKDD (2) Ayan Acharya, Aditya Rawal, Raymond J. Mooney, Eduardo R. Hruschka
2012	J	`jnl`	A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles CoRR Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh
2012	J	`jnl`	An Optimization Framework for Semi-Supervised and Transfer Learning using Multiple Classifiers and Clusterers CoRR Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya
2012	J	`jnl`	Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning CoRR Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Badrul Sarwar, Jean-David Ruvini
2012	—	`conf`	Real Time Car Detection and Tracking in Mobile Devices. ICCVE Ayan Acharya, Jangwon Lee, An Chen
2012	—	`conf`	Transfer Learning with Cluster Ensembles. ICML Unsupervised and Transfer Learning Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya
2011	—	`conf`	A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles. SocialCom/PASSAT Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh
2011	—	`conf`	C 3E: A Framework for Combining Ensembles of Classifiers and Clusterers. MCS Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya
2011	J	`jnl`	Cluster ensembles. WIREs Data Mining Knowl. Discov. Joydeep Ghosh, Ayan Acharya
2009	J	`jnl`	A partly deterministic and partly stochastic scheme for the identification of fractional-order processes. Int. J. Adv. Intell. Paradigms Deepyaman Maiti, Mithun Chakraborty, Ayan Acharya, Amit Konar
2009	B	`conf`	A recurrent neural model for parameter estimation of mixed emotions from facial expressions of the subjects. IJCNN Madhumala Ghosh, Aruna Chakraborty, Ayan Acharya, Amit Konar, Bijaya K. Panigrahi
2009	Misc	`conf`	Balancing Energy Dissipation in Data Gathering Wireless Sensor Networks Using Ant Colony Optimization. ICDCN Ayan Acharya, Anand Seetharam, Abhishek Bhattacharyya, Mrinal K. Naskar
2008	J	`jnl`	A Deterministic Model for Analyzing the Dynamics of Ant System Algorithm and Performance Amelioration through a New Pheromone Deposition Approach CoRR Ayan Acharya, Deepyaman Maiti, Amit Konar, Ramadoss Janarthanan
2008	J	`jnl`	A Novel Parser Design Algorithm Based on Artificial Ants CoRR Deepyaman Maiti, Ayan Acharya, Amit Konar, Ramadoss Janarthanan
2008	J	`jnl`	A Swarm Intelligence Based Scheme for Complete and Fault-tolerant Identification of a Dynamical Fractional Order Process CoRR Deepyaman Maiti, Ayan Acharya, Amit Konar
2008	J	`jnl`	Balancing Exploration and Exploitation by an Elitist Ant System with Exponential Pheromone Deposition Rule CoRR Ayan Acharya, Deepyaman Maiti, Aritra Banerjee, Amit Konar
2008	J	`jnl`	Complete Identification of a Dynamic Fractional Order System Under Non-ideal Conditions Using Fractional Differintegral Definitions CoRR Deepyaman Maiti, Ayan Acharya, Ramadoss Janarthanan, Amit Konar
2008	J	`jnl`	Extension of Ant System algorithms with exponential pheromone deposition rule for improved performance. Int. J. Intell. Def. Support Syst. Ayan Acharya, Aritra Banerjee, Amit Konar, Lakhmi C. Jain
2008	J	`jnl`	Extension of Max-Min Ant System with Exponential Pheromone Deposition Rule CoRR Ayan Acharya, Deepyaman Maiti, Aritra Banerjee, Ramadoss Janarthanan, Amit Konar
2008	—	`conf`	Fast and Efficient Circle Detection Schemes for Digital Image. ICETET Koushik Chattopadhyay, Ayan Acharya, Aritra Banerjee, Joydeep Basu, Amit Konar
2008	J	`jnl`	Novel and improved methods of regular geometric shape recognition from digital image using artificial ants. Int. J. Intell. Def. Support Syst. Ayan Acharya, Kaushik Chattopadhyay, Aritra Banerjee, Amit Konar
2008	J	`jnl`	Tuning PID and FOPID Controllers using the Integral Time Absolute Error Criterion CoRR Deepyaman Maiti, Ayan Acharya, Mithun Chakraborty, Amit Konar, Ramadoss Janarthanan