Learning Stable Multilevel Dictionaries for Sparse Representations von Thiagarajan, Jayaraman J., Natesan Ramamurthy, Karthikeyan, Spanias, Andreas

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Mixing matrix estimation using discriminative clustering for blind source separation von J. Thiagarajan, Jayaraman, Natesan Ramamurthy, Karthikeyan, Spanias, Andreas

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Supervised local sparse coding of sub-image features for image retrieval von Thiagarajan, J. J., Ramamurthy, Karthikeyan Natesan, Sattigeri, P., Spanias, A.

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Optimized measurements for kernel compressive sensing von Ramamurthy, K. N., Spanias, A.

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Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations von Achintalwar, Swapnaja, Baldini, Ioana, Bouneffouf, Djallel, Byamugisha, Joan, Chang, Maria, Dognin, Pierre, Farchi, Eitan, Makondo, Ndivhuwo, Mojsilovic, Aleksandra, Nagireddy, Manish, Natesan Ramamurthy, Karthikeyan, Padhi, Inkit, Raz, Orna, Rios, Jesus, Sattigeri, Prasanna, Singh, Moninder, Thwala, Siphiwe A., Uceda-Sosa, Rosario A., Varshney, Kush R.

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Estimating Shape Parameters of Piecewise Linear-Quadratic Problems von Zheng, Peng, Ramamurthy, Karthikeyan Natesan, Aravkin, Aleksandr Y.

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ICML 2023 Topological Deep Learning Challenge : Design and Results von Papillon, Mathilde, Hajij, Mustafa, Jenne, Helen, Mathe, Johan, Myers, Audun, Papamarkou, Theodore, Birdal, Tolga, Dey, Tamal, Doster, Tim, Emerson, Tegan, Gopalakrishnan, Gurusankar, Govil, Devendra, Guzmán-Sáenz, Aldo, Kvinge, Henry, Livesay, Neal, Mukherjee, Soham, Samaga, Shreyas N, Karthikeyan Natesan Ramamurthy, Maneel Reddy Karri, Rosen, Paul, Sanborn, Sophia, Walters, Robin, Agerberg, Jens, Barikbin, Sadrodin, Battiloro, Claudio, Bazhenov, Gleb, Bernardez, Guillermo, Brent, Aiden, Escalera, Sergio, Fiorellino, Simone, Gavrilev, Dmitrii, Hassanin, Mohammed, Häusner, Paul, Odin Hoff Gardaa, Abdelwahed Khamis, Lecha, Manuel, Magai, German, Malygina, Tatiana, Ballester, Rubén, Nadimpalli, Kalyan, Nikitin, Alexander, Rabinowitz, Abraham, Salatiello, Alessandro, Scardapane, Simone, Scofano, Luca, Singh, Suraj, Sjölund, Jens, Snopov, Pavel, Spinelli, Indro, Telyatnikov, Lev, Testa, Lucia, Yang, Maosheng, Yue, Yixiao, Zaghen, Olga, Zia, Ali, Miolane, Nina

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Data Challenges in Disease Response: The 2014 Ebola Outbreak and Beyond von Varshney, Kush R., Wei, Dennis, Ramamurthy, Karthikeyan Natesan, Mojsilović, Aleksandra

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Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning von Thiagarajan, Jayaraman J, Karthikeyan Natesan Ramamurthy, Spanias, Andreas

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Identifying Sub-networks in Neural Networks via Functionally Similar Representations von Gao, Tian, Dhurandhar, Amit, Ramamurthy, Karthikeyan Natesan, Wei, Dennis

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Reasoning about concepts with LLMs: Inconsistencies abound von Uceda-Sosa, Rosario, Ramamurthy, Karthikeyan Natesan, Chang, Maria, Singh, Moninder

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SAR target classification using sparse representations and spatial pyramids von Knee, Peter, Thiagarajan, Jayaraman J., Ramamurthy, Karthikeyan Natesan, Spanias, Andreas

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Trust Regions for Explanations via Black-Box Probabilistic Certification von Dhurandhar, Amit, Haldar, Swagatam, Wei, Dennis, Ramamurthy, Karthikeyan Natesan

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Topo-MLP : A Simplicial Network Without Message Passing von Ramamurthy, Karthikeyan Natesan, Guzmán-Sáenz, Aldo, Hajij, Mustafa

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Perturbation Robust Representations of Topological Persistence Diagrams von Som, Anirudh, Thopalli, Kowshik, Ramamurthy, Karthikeyan Natesan, Venkataraman, Vinay, Shukla, Ankita, Turaga, Pavan

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Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods von Wei, Dennis, Padhi, Inkit, Ghosh, Soumya, Dhurandhar, Amit, Ramamurthy, Karthikeyan Natesan, Chang, Maria

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Programming Refusal with Conditional Activation Steering von Lee, Bruce W, Padhi, Inkit, Ramamurthy, Karthikeyan Natesan, Miehling, Erik, Dognin, Pierre, Nagireddy, Manish, Dhurandhar, Amit

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Value Alignment from Unstructured Text von Padhi, Inkit, Ramamurthy, Karthikeyan Natesan, Sattigeri, Prasanna, Nagireddy, Manish, Dognin, Pierre, Varshney, Kush R

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Improved sparse coding using manifold projections von Ramamurthy, K. N., Thiagarajan, J. J., Spanias, A.

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Transform domain features for ion-channel signal classification von Ramamurthy, Karthikeyan Natesan, Thiagarajan, Jayaraman J., Sattigeri, Prasanna, Goryll, Michael, Spanias, Andreas, Thornton, Trevor, Phillips, Stephen M.

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