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pro vyhledávání: '"Damle, A."'
A common challenge towards the adaptability of Large Language Models (LLMs) is their ability to learn new languages over time without hampering the model's performance on languages in which the model is already proficient (usually English). Continual
Externí odkaz:
http://arxiv.org/abs/2410.16006
Autor:
Damle, Aviral, Law, Thomas
This paper presents a speculative model exploring the behavior of quantum information for particles entering closed timelike curves (CTCs) in Kerr-Newman spacetime. We apply Gavassino's restoration principle to derive a theoretical framework for cycl
Externí odkaz:
http://arxiv.org/abs/2408.02116
Autor:
Li, Kangbo, Damle, Anil
Many problems in Physics and Chemistry are formulated as the minimization of a functional. Therefore, methods for solving these problems typically require differentiating maps whose input and/or output are functions -- commonly referred to as variati
Externí odkaz:
http://arxiv.org/abs/2406.16154
We present STAT: a simple algorithm to prune transformer models without any fine-tuning. STAT eliminates both attention heads and neurons from the network, while preserving accuracy by calculating a correction to the weights of the next layer. Each l
Externí odkaz:
http://arxiv.org/abs/2406.00061
We study algorithms called rank-revealers that reveal a matrix's rank structure. Such algorithms form a fundamental component in matrix compression, singular value estimation, and column subset selection problems. While column-pivoted QR has been wid
Externí odkaz:
http://arxiv.org/abs/2405.04330
Proof-of-stake (PoS) has emerged as a natural alternative to the resource-intensive Proof-of-Work (PoW) blockchain, as was recently seen with the Ethereum Merge. PoS-based blockchains require an initial stake distribution among the participants. Typi
Externí odkaz:
http://arxiv.org/abs/2404.09627
The recently proposed Transaction Fee Mechanism (TFM) literature studies the strategic interaction between the miner of a block and the transaction creators (or users) in a blockchain. In a TFM, the miner includes transactions that maximize its utili
Externí odkaz:
http://arxiv.org/abs/2402.04634
Autor:
Damle, Sankarshan, Gujar, Sujit
In the last decade, social planners have used crowdfunding to raise funds for public projects. As these public projects are non-excludable, the beneficiaries may free-ride. Thus, there is a need to design incentive mechanisms for such strategic agent
Externí odkaz:
http://arxiv.org/abs/2402.00454
Blockchains deploy Transaction Fee Mechanisms (TFMs) to determine which user transactions to include in blocks and determine their payments (i.e., transaction fees). Increasing demand and scarce block resources have led to high user transaction fees.
Externí odkaz:
http://arxiv.org/abs/2401.13262
Autor:
Ansari, Md Zahid, Damle, Kedar
We study the effect of a small density $n_v$ of quenched non-magnetic impurities, i.e. vacancy disorder, in gapped short-range resonating valence bond (RVB) spin liquid states and valence bond solid (VBS) states of quantum magnets. We argue that a la
Externí odkaz:
http://arxiv.org/abs/2401.07026