:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Tyagi, Naman, Das, Srishti, Kunal, Gupta, Vatsal
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2508.14000
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Efficiency vs. Fidelity: A Comparative Analysis of Diffusion Probabilistic Models and Flow Matching on Low-Resource Hardware
by: Gupta, Srishti, et al.
Published: (2025)

Dual-Branch Convolutional Framework for Spatial and Frequency-Based Image Forgery Detection
by: Tyagi, Naman, et al.
Published: (2025)

On the Development of Binary Classification Algorithm Based on Principles of Geometry and Statistical Inference
by: Srivastava, Vatsal
Published: (2025)

On the Inherent Privacy of Zeroth Order Projected Gradient Descent
by: Gupta, Devansh, et al.
Published: (2025)

Enhancing Quantum Variational Algorithms with Zero Noise Extrapolation via Neural Networks
by: Bhattacharjee, Subhasree, et al.
Published: (2024)

Transformers Provably Learn Algorithmic Solutions for Graph Connectivity, But Only with the Right Data
by: Ye, Qilin, et al.
Published: (2025)

From Linear to Spline-Based Classification:Developing and Enhancing SMPA for Noisy Non-Linear Datasets
by: Srivastava, Vatsal
Published: (2025)

A Graph-Enhanced Deep-Reinforcement Learning Framework for the Aircraft Landing Problem
by: Maru, Vatsal
Published: (2025)

Cosine-Gated Adam-Decay: Drop-In Staleness-Aware Outer Optimization for Decoupled DiLoCo
by: Shah, Vatsal, et al.
Published: (2026)

DiffRed: Dimensionality Reduction guided by stable rank
by: Shukla, Prarabdh, et al.
Published: (2024)

Concentration of the Langevin Algorithm's Stationary Distribution
by: Altschuler, Jason M., et al.
Published: (2022)

Analysing the Public Discourse around OpenAI's Text-To-Video Model 'Sora' using Topic Modeling
by: Parikh, Vatsal Vinay
Published: (2024)

On The Truthfulness of 'Surprisingly Likely' Responses of Large Language Models
by: Goel, Naman
Published: (2023)

Phase-Aware Deep Learning with Complex-Valued CNNs for Audio Signal Applications
by: Agrawal, Naman
Published: (2025)

Towards Quantifying the Preconditioning Effect of Adam
by: Das, Rudrajit, et al.
Published: (2024)

A comprehensive study of on-device NLP applications -- VQA, automated Form filling, Smart Replies for Linguistic Codeswitching
by: Goyal, Naman
Published: (2024)

Improved Bounds for Swap Multicalibration and Swap Omniprediction
by: Luo, Haipeng, et al.
Published: (2025)

Optimal Multiclass U-Calibration Error and Beyond
by: Luo, Haipeng, et al.
Published: (2024)

Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks
by: Purohit, Mirali, et al.
Published: (2025)

Joint estimation of smooth graph signals from partial linear measurements
by: Tyagi, Hemant
Published: (2025)

Multilingual Prompt Engineering in Large Language Models: A Survey Across NLP Tasks
by: Vatsal, Shubham, et al.
Published: (2025)

Limitations on Accurate, Trusted, Human-level Reasoning
by: Panigrahy, Rina, et al.
Published: (2025)

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension
by: Vatsal, Shubham, et al.
Published: (2024)

Spectral State Space Models
by: Agarwal, Naman, et al.
Published: (2023)

ChIRAAG: ChatGPT Informed Rapid and Automated Assertion Generation
by: Mali, Bhabesh, et al.
Published: (2024)

RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
by: Setlur, Amrith, et al.
Published: (2024)

Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
by: Liu, Yanchen, et al.
Published: (2023)

Pre-trained Large Language Models Use Fourier Features to Compute Addition
by: Zhou, Tianyi, et al.
Published: (2024)

IsoNet: Causal Analysis of Multimodal Transformers for Neuromuscular Gesture Classification
by: Tyacke, Eion, et al.
Published: (2025)

Invisible Traces: Using Hybrid Fingerprinting to identify underlying LLMs in GenAI Apps
by: Bhardwaj, Devansh, et al.
Published: (2025)

CREST: Universal Safety Guardrails Through Cluster-Guided Cross-Lingual Transfer
by: Bansal, Lavish, et al.
Published: (2025)

Sample Complexity Analysis for Constrained Bilevel Reinforcement Learning
by: Saxena, Naman, et al.
Published: (2026)

OmniLearn: A Framework for Distributed Deep Learning over Heterogeneous Clusters
by: Tyagi, Sahil, et al.
Published: (2025)

GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training
by: Tyagi, Sahil, et al.
Published: (2023)

Integrating Physiological Data with Large Language Models for Empathic Human-AI Interaction
by: Dongre, Poorvesh, et al.
Published: (2024)

Debate Helps Weak Judges Reward Stronger Models
by: Elasky, Ethan, et al.
Published: (2026)

Efficient Swap Multicalibration of Elicitable Properties
by: Hu, Lunjia, et al.
Published: (2025)

Stability and Multigroup Fairness in Ranking with Uncertain Predictions
by: Devic, Siddartha, et al.
Published: (2024)

When is Multicalibration Post-Processing Necessary?
by: Hansen, Dutch, et al.
Published: (2024)

Embedding the Teacher: Distilling vLLM Preferences for Scalable Image Retrieval
by: He, Eric, et al.
Published: (2025)