Zobrazeno 1 - 10
of 6 963
pro vyhledávání: '"P P, Mehrotra"'
Production assertions are statements embedded in the code to help developers validate their assumptions about the code. They assist developers in debugging, provide valuable documentation, and enhance code comprehension. Current research in this area
Externí odkaz:
http://arxiv.org/abs/2411.16927
Specifying all desirable properties of a language model is challenging, but certain requirements seem essential. Given samples from an unknown language, the trained model should produce valid strings not seen in training and be expressive enough to c
Externí odkaz:
http://arxiv.org/abs/2411.09642
Autor:
Hsu, Aliyah R., Zhu, James, Wang, Zhichao, Bi, Bin, Mehrotra, Shubham, Pentyala, Shiva K., Tan, Katherine, Mao, Xiang-Bo, Omrani, Roshanak, Chaudhuri, Sougata, Radhakrishnan, Regunathan, Asur, Sitaram, Cheng, Claire Na, Yu, Bin
LLMs have demonstrated impressive proficiency in generating coherent and high-quality text, making them valuable across a range of text-generation tasks. However, rigorous evaluation of this generated content is crucial, as ensuring its quality remai
Externí odkaz:
http://arxiv.org/abs/2411.02448
The rise in popularity of social media platforms, has resulted in millions of new, content pieces being created every day. This surge in content creation underscores the need to pay attention to our design choices as they can greatly impact how long
Externí odkaz:
http://arxiv.org/abs/2410.15174
Inverse propensity-score weighted (IPW) estimators are prevalent in causal inference for estimating average treatment effects in observational studies. Under unconfoundedness, given accurate propensity scores and $n$ samples, the size of confidence i
Externí odkaz:
http://arxiv.org/abs/2410.01658
We study the estimation of distributional parameters when samples are shown only if they fall in some unknown set $S \subseteq \mathbb{R}^d$. Kontonis, Tzamos, and Zampetakis (FOCS'19) gave a $d^{\mathrm{poly}(1/\varepsilon)}$ time algorithm for find
Externí odkaz:
http://arxiv.org/abs/2410.01656
In the case of compute-intensive machine learning, efficient operating system scheduling is crucial for performance and energy efficiency. This paper conducts a comparative study over FIFO(First-In-First-Out) and RR(Round-Robin) scheduling policies w
Externí odkaz:
http://arxiv.org/abs/2409.15704
Autor:
Tran, Van Hong, Mehrotra, Aarushi, Sharma, Ranya, Chetty, Marshini, Feamster, Nick, Frankenreiter, Jens, Strahilevitz, Lior
To protect consumer privacy, the California Consumer Privacy Act (CCPA) mandates that businesses provide consumers with a straightforward way to opt out of the sale and sharing of their personal information. However, the control that businesses enjoy
Externí odkaz:
http://arxiv.org/abs/2409.09222
Autor:
Chi, Vivienne Bihe, Ulwelling, Elise, Salubre, Kevin, Mehrotra, Shashank, Misu, Teruhisa, Akash, Kumar
Service robots are increasingly deployed in public spaces, performing functional tasks such as making deliveries. To better integrate them into our social environment and enhance their adoption, we consider integrating social identities within delive
Externí odkaz:
http://arxiv.org/abs/2409.07815
Autor:
Scott-Sharoni, Sidney T., Mehrotra, Shashank, Salubre, Kevin, Song, Miao, Misu, Teruhisa, Akash, Kumar
Micromobility devices, such as e-scooters and delivery robots, hold promise for eco-friendly and cost-effective alternatives for future urban transportation. However, their lack of societal acceptance remains a challenge. Therefore, we must consider
Externí odkaz:
http://arxiv.org/abs/2409.03153