Zobrazeno 1 - 10
of 50 480
pro vyhledávání: '"Muthusamy A"'
Autor:
Muthusamy, Shreyas, Owerko, Damian, Kanatsoulis, Charilaos I., Agarwal, Saurav, Ribeiro, Alejandro
Unlabeled motion planning involves assigning a set of robots to target locations while ensuring collision avoidance, aiming to minimize the total distance traveled. The problem forms an essential building block for multi-robot systems in applications
Externí odkaz:
http://arxiv.org/abs/2409.19829
We study moduli stabilization via fluxes in the $2^6$ Landau-Ginzburg model. Fluxes not only give masses to scalar fields but can also induce higher order couplings that stabilize massless fields. We investigate this for several different flux choice
Externí odkaz:
http://arxiv.org/abs/2407.16756
Autor:
Akkiraju, Rama, Xu, Anbang, Bora, Deepak, Yu, Tan, An, Lu, Seth, Vishal, Shukla, Aaditya, Gundecha, Pritam, Mehta, Hridhay, Jha, Ashwin, Raj, Prithvi, Balasubramanian, Abhinav, Maram, Murali, Muthusamy, Guru, Annepally, Shivakesh Reddy, Knowles, Sidney, Du, Min, Burnett, Nick, Javiya, Sean, Marannan, Ashok, Kumari, Mamta, Jha, Surbhi, Dereszenski, Ethan, Chakraborty, Anupam, Ranjan, Subhash, Terfai, Amina, Surya, Anoop, Mercer, Tracey, Thanigachalam, Vinodh Kumar, Bar, Tamar, Krishnan, Sanjana, Kilaru, Samy, Jaksic, Jasmine, Algarici, Nave, Liberman, Jacob, Conway, Joey, Nayyar, Sonu, Boitano, Justin
Enterprise chatbots, powered by generative AI, are emerging as key applications to enhance employee productivity. Retrieval Augmented Generation (RAG), Large Language Models (LLMs), and orchestration frameworks like Langchain and Llamaindex are cruci
Externí odkaz:
http://arxiv.org/abs/2407.07858
Autor:
Muddu, Sri Raghava, Rangaraju, Rupasai, Siledar, Tejpalsingh, Nath, Swaroop, Bhattacharyya, Pushpak, Nath, Swaprava, Banerjee, Suman, Patil, Amey, Chelliah, Muthusamy, Singh, Sudhanshu Shekhar, Garera, Nikesh
Opinion summarization in e-commerce encapsulates the collective views of numerous users about a product based on their reviews. Typically, a product on an e-commerce platform has thousands of reviews, each review comprising around 10-15 words. While
Externí odkaz:
http://arxiv.org/abs/2406.10886
Recent work on flux compactifications suggests that the tadpole constraint generically allows only a limited number of complex structure moduli to become massive, i.e., be stabilized at quadratic order in the spacetime superpotential. We study the ef
Externí odkaz:
http://arxiv.org/abs/2406.03435
Autor:
Siledar, Tejpalsingh, Rangaraju, Rupasai, Muddu, Sankara Sri Raghava Ravindra, Banerjee, Suman, Patil, Amey, Singh, Sudhanshu Shekhar, Chelliah, Muthusamy, Garera, Nikesh, Nath, Swaprava, Bhattacharyya, Pushpak
In e-commerce, opinion summarization is the process of summarizing the consensus opinions found in product reviews. However, the potential of additional sources such as product description and question-answers (QA) has been considered less often. Mor
Externí odkaz:
http://arxiv.org/abs/2404.05243
Autor:
Basu, Kinjal, Abdelaziz, Ibrahim, Chaudhury, Subhajit, Dan, Soham, Crouse, Maxwell, Munawar, Asim, Kumaravel, Sadhana, Muthusamy, Vinod, Kapanipathi, Pavan, Lastras, Luis A.
There is a growing need for Large Language Models (LLMs) to effectively use tools and external Application Programming Interfaces (APIs) to plan and complete tasks. As such, there is tremendous interest in methods that can acquire sufficient quantiti
Externí odkaz:
http://arxiv.org/abs/2402.15491
Autor:
Nath, Swaroop, Siledar, Tejpalsingh, Muddu, Sankara Sri Raghava Ravindra, Rangaraju, Rupasai, Khadilkar, Harshad, Bhattacharyya, Pushpak, Banerjee, Suman, Patil, Amey, Singh, Sudhanshu Shekhar, Chelliah, Muthusamy, Garera, Nikesh
Reinforcement Learning from Human Feedback (RLHF) has become a dominating strategy in aligning Language Models (LMs) with human values/goals. The key to the strategy is learning a reward model ($\varphi$), which can reflect the latent reward model of
Externí odkaz:
http://arxiv.org/abs/2402.15473
Autor:
Gupta, Anjali, Nagori, Shreyans J., Chakraborty, Abhijnan, Vaish, Rohit, Ranu, Sayan, Nadkarni, Prajit Prashant, Dasararaju, Narendra Varma, Chelliah, Muthusamy
Social commerce platforms are emerging businesses where producers sell products through re-sellers who advertise the products to other customers in their social network. Due to the increasing popularity of this business model, thousands of small prod
Externí odkaz:
http://arxiv.org/abs/2402.12759
Autor:
Siledar, Tejpalsingh, Nath, Swaroop, Muddu, Sankara Sri Raghava Ravindra, Rangaraju, Rupasai, Nath, Swaprava, Bhattacharyya, Pushpak, Banerjee, Suman, Patil, Amey, Singh, Sudhanshu Shekhar, Chelliah, Muthusamy, Garera, Nikesh
Evaluation of opinion summaries using conventional reference-based metrics rarely provides a holistic evaluation and has been shown to have a relatively low correlation with human judgments. Recent studies suggest using Large Language Models (LLMs) a
Externí odkaz:
http://arxiv.org/abs/2402.11683