The Machine Learning Lab of the Department of Computer Science and Automation at Indian Institute of Science was setup to study theoretical and applied aspects of machine learning in various domains. Our aim is to explore and understand artificial intelligence, including machine learning, deep learning, numerical optimization, and natural language processing and to perform research on their applicability in various domains.
To this end, we develop numerous machine learning algorithms and tools for complex real world applications. We want to be able to build AI enabled systems that solve problems for social good (see Publications). We are actively pursuing applications in the area of computational biology, object detection in images, video segmentation and summarization, detection of rare topics in text documents, statistical modeling of computer systems.
We are located at Indian Institute of Science, Bangalore which is the silicon valley of India. We are also collaborating with industries as well as other universities for cutting edge research.
We are unable to respond to part-time, short-term (less than one year) and/or remote student mentorship requests. No positions open currently.
Paper titled 'Finding k in Latent k-Polytope' by Chiranjib Bhattacharyya(IISc), Ravindran Kannan(MSR) and Amit Kumar(IIT Delhi), published in ICML 2021June 2021
Paper titled 'Can Non-Humanoid Social Robots Reduce Workload of Special Educators : An Online and In-Premises Field Study' by Nabanita Paul(IISc), Siddharth Ramesh(IISc), Chiranjib Bhattacharyya(IISc), Jayashree Ramesh(ASHA) and Priya Vijayan(ASHA) published in ICRA 2021May 2021
Paper titled 'Rawlsian Fair Adaptation of Deep Learning Classifiers' by Pooja Gupta(IISc), Chiranjib Bhattacharyya(IISc), Kulin Shah(MSR India) and Amit Deshpande(MSR India) published in AIES 2021Feb 2021
Paper titled 'DSLR : Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder' by P. Kumar(IISc), S. Sahoo(IISc), V. Shah(IISc), V. Kondameedi(IISc), A. Jain(IISc), A. Verma(IISc), C. Bhattacharyya(IISc), and V. Vinay(AMIDC, CMI) published in AAAI 202127 August 2020
Prof.Chiranjib Bhattacharyya takes charge as the Chair of CSA Department