281 citations · 692 across the 30 of their papers we have counts for
5 papers · 1 filter
Mixture of Regression Experts in fMRI Encoding
Subba Reddy Oota, Adithya Avvaru, Naresh Manwani +1
fMRI semantic category understanding using linguistic encoding models attempt to learn a forward mapping that relates stimuli to the corresponding brain activation. Classical encod…
Exact Passive-Aggressive Algorithms for Learning to Rank Using Interval Labels
Naresh Manwani, Mohit Chandra
In this paper, we propose exact passive-aggressive (PA) online algorithms for learning to rank. The proposed algorithms can be used even when we have interval labels instead of act…
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings
Subba Reddy Oota, Naresh Manwani, Bapi Raju S
The dispute of how the human brain represents conceptual knowledge has been argued in many scientific fields. Brain imaging studies have shown that the spatial patterns of neural a…
PRIL: Perceptron Ranking Using Interval Labeled Data
Naresh Manwani
In this paper, we propose an online learning algorithm PRIL for learning ranking classifiers using interval labeled data and show its correctness. We show its convergence in finite…
Sparse Reject Option Classifier Using Successive Linear Programming
Kulin Shah, Naresh Manwani
In this paper, we propose an approach for learning sparse reject option classifiers using double ramp loss . We use DC programming to find the risk minimizer. The algorithm…