Ramamohanarao, Kotagiri

22 publications

JMLR 2022 MurTree: Optimal Decision Trees via Dynamic Programming and Search Emir Demirović, Anna Lukina, Emmanuel Hebrard, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Peter J. Stuckey

AAAI 2020 Dynamic Programming for Predict+Optimise Emir Demirovic, Peter J. Stuckey, Tias Guns, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jeffrey Chan

ICML 2020 Learning with Bounded Instance and Label-Dependent Label Noise Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao

IJCAI 2019 Generative Image Inpainting with Submanifold Alignment Ang Li, Jianzhong Qi, Rui Zhang, Xingjun Ma, Kotagiri Ramamohanarao

IJCAI 2019 Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions Emir Demirovic, Peter J. Stuckey, James Bailey, Jeffrey Chan, Christopher Leckie, Kotagiri Ramamohanarao, Tias Guns

ECML-PKDD 2018 Semi-Supervised Blockmodelling with Pairwise Guidance Mohadeseh Ganji, Jeffrey Chan, Peter J. Stuckey, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Laurence A. F. Park

AAAI 2017 From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao

AAAI 2017 Improving Efficiency of SVM K-Fold Cross-Validation by Alpha Seeding Zeyi Wen, Bin Li, Kotagiri Ramamohanarao, Jian Chen, Yawen Chen, Rui Zhang

AAAI 2016 Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy Le-le Cao, Kotagiri Ramamohanarao, Fuchun Sun, Hongbo Li, Wen-bing Huang, Zay Maung Maung Aye

ECML-PKDD 2016 Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving Graphs Lida Rashidi, Andrey Kan, James Bailey, Jeffrey Chan, Christopher Leckie, Wei Liu, Sutharshan Rajasegarar, Kotagiri Ramamohanarao

IJCAI 2016 Robust Domain Generalisation by Enforcing Distribution Invariance Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao

ECML-PKDD 2013 A Bayesian Classifier for Learning from Tensorial Data Wei Liu, Jeffrey Chan, James Bailey, Christopher Leckie, Fang Chen, Kotagiri Ramamohanarao

ACML 2012 AIC and BIC Based Approaches for SVM Parameter Value Estimation with RBF Kernels Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie

ALT 2010 Contrast Pattern Mining and Its Application for Building Robust Classifiers Kotagiri Ramamohanarao

ECML-PKDD 2009 The Sensitivity of Latent Dirichlet Allocation for Information Retrieval Laurence Anthony F. Park, Kotagiri Ramamohanarao

ECML-PKDD 2008 Improving K-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics Md. Rafiul Hassan, M. Maruf Hossain, James Bailey, Kotagiri Ramamohanarao

CVPR 2008 Moving Shape Dynamics: A Signal Processing Perspective Liang Wang, Xin Geng, Christopher Leckie, Kotagiri Ramamohanarao

MLJ 2004 DeEPs: A New Instance-Based Lazy Discovery and Classification System Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao, Limsoon Wong

ICML 2002 Learning to Share Distributed Probabilistic Beliefs Christopher Leckie, Kotagiri Ramamohanarao

ICML 2002 Sparse Bayesian Learning for Regression and Classification Using Markov Chain Monte Carlo Shien-Shin Tham, Arnaud Doucet, Kotagiri Ramamohanarao

ICML 2000 The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong

IJCAI 1997 Analysis of Inheritance Mechanisms in Agent-Oriented Programming Lobel Crnogorac, Anand S. Rao, Kotagiri Ramamohanarao