Search Results - "Gulati, Aditya"

Normalized Space Alignment: A Versatile Metric for Representation Analysis by Ebadulla, Danish, Gulati, Aditya, Singh, Ambuj

“…We introduce a manifold analysis technique for neural network representations. Normalized Space Alignment (NSA) compares pairwise distances between two point…”
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Lookism: The overlooked bias in computer vision by Gulati, Aditya, Lepri, Bruno, Oliver, Nuria

“…In recent years, there have been significant advancements in computer vision which have led to the widespread deployment of image recognition and generation…”
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Cryptography in the Common Haar State Model: Feasibility Results and Separations by Ananth, Prabhanjan, Gulati, Aditya, Lin, Yao-Ting

“…Common random string model is a popular model in classical cryptography. We study a quantum analogue of this model called the common Haar state (CHS) model. In…”
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A Note on the Common Haar State Model by Ananth, Prabhanjan, Gulati, Aditya, Lin, Yao-Ting

“…Common random string model is a popular model in classical cryptography with many constructions proposed in this model. We study a quantum analogue of this…”
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Human Shape and Clothing Estimation by Gupta, Aayush, Gulati, Aditya, Himanshu, LNU, Lakshya

“…Human shape and clothing estimation has gained significant prominence in various domains, including online shopping, fashion retail, augmented reality (AR),…”
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Pseudorandomness in the (Inverseless) Haar Random Oracle Model by Ananth, Prabhanjan, Bostanci, John, Gulati, Aditya, Lin, Yao-Ting

“…We study the (in)feasibility of quantum pseudorandom notions in a quantum analog of the random oracle model, where all the parties, including the adversary,…”
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Pseudorandom Isometries by Ananth, Prabhanjan, Gulati, Aditya, Kaleoglu, Fatih, Lin, Yao-Ting

“…We introduce a new notion called ${\cal Q}$-secure pseudorandom isometries (PRI). A pseudorandom isometry is an efficient quantum circuit that maps an…”
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Interleaving Fast and Slow Decision Making by Gulati, Aditya, Soni, Sarthak, Rao, Shrisha

“…The "Thinking, Fast and Slow" paradigm of Kahneman proposes that we use two different styles of thinking-a fast and intuitive System 1 for certain tasks, along…”
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Interleaving Fast and Slow Decision Making by Gulati, Aditya, Soni, Sarthak, Rao, Shrisha

“…The "Thinking, Fast and Slow" paradigm of Kahneman proposes that we use two different styles of thinking -- a fast and intuitive System 1 for certain tasks,…”
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Pseudorandom (Function-Like) Quantum State Generators: New Definitions and Applications by Ananth, Prabhanjan, Gulati, Aditya, Qian, Luowen, Yuen, Henry

“…Pseudorandom quantum states (PRS) are efficiently constructible states that are computationally indistinguishable from being Haar-random, and have recently…”
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BIASeD: Bringing Irrationality into Automated System Design by Gulati, Aditya, Lozano, Miguel Angel, Lepri, Bruno, Oliver, Nuria

“…Human perception, memory and decision-making are impacted by tens of cognitive biases and heuristics that influence our actions and decisions. Despite the…”
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What is Beautiful is Still Good: The Attractiveness Halo Effect in the era of Beauty Filters by Gulati, Aditya, Martinez-Garcia, Marina, Fernandez, Daniel, Lozano, Miguel Angel, Lepri, Bruno, Oliver, Nuria

“…The impact of cognitive biases on decision-making in the digital world remains under-explored despite its well-documented effects in physical contexts. This…”
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On algorithms to find p-ordering by Gulati, Aditya, Chakrabarti, Sayak, Mittal, Rajat

“…The concept of p-ordering for a prime p was introduced by Manjul Bhargava (in his PhD thesis) to develop a generalized factorial function over an arbitrary…”
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Self-rationalization improves LLM as a fine-grained judge by Trivedi, Prapti, Gulati, Aditya, Molenschot, Oliver, Rajeev, Meghana Arakkal, Ramamurthy, Rajkumar, Stevens, Keith, Chaudhery, Tanveesh Singh, Jambholkar, Jahnavi, Zou, James, Rajani, Nazneen

“…LLM-as-a-judge models have been used for evaluating both human and AI generated content, specifically by providing scores and rationales. Rationales, in…”
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Accelerating 2PC-based ML with Limited Trusted Hardware by Nawaz, Muqsit, Gulati, Aditya, Liu, Kunlong, Agrawal, Vishwajeet, Ananth, Prabhanjan, Gupta, Trinabh

“…This paper describes the design, implementation, and evaluation of Otak, a system that allows two non-colluding cloud providers to run machine learning (ML)…”
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