Zobrazeno 1 - 10
of 452
pro vyhledávání: '"Athul, P."'
Chess has long been a testbed for AI's quest to match human intelligence, and in recent years, chess AI systems have surpassed the strongest humans at the game. However, these systems are not human-aligned; they are unable to match the skill levels o
Externí odkaz:
http://arxiv.org/abs/2410.03893
Numerical weather prediction (NWP) models often underperform compared to simpler climatology-based precipitation forecasts in northern tropical Africa, even after statistical postprocessing. AI-based forecasting models show promise but have avoided p
Externí odkaz:
http://arxiv.org/abs/2408.16349
This survey overviews various meta-learning approaches used in audio and speech processing scenarios. Meta-learning is used where model performance needs to be maximized with minimum annotated samples, making it suitable for low-sample audio processi
Externí odkaz:
http://arxiv.org/abs/2408.10330
One of the key predictions of the standard inflationary paradigm is the quantum mechanical generation of the transverse and traceless tensor fluctuations due to the rapid accelerated expansion of space, which later constitute a stochastic background
Externí odkaz:
http://arxiv.org/abs/2407.07956
Autor:
Shim, Jay, Kruttschnitt, Grant, Ma, Alyssa, Kim, Daniel, Chek, Benjamin, Anand, Athul, Zhu, Kevin, O'Brien, Sean
Rapidly increasing model scales coupled with steering methods such as chain-of-thought prompting have led to drastic improvements in language model reasoning. At the same time, models struggle with compositional generalization and are far from human
Externí odkaz:
http://arxiv.org/abs/2407.03600
We integrate machine learning approaches with nonlinear time series analysis, specifically utilizing recurrence measures to classify various dynamical states emerging from time series. We implement three machine learning algorithms Logistic Regressio
Externí odkaz:
http://arxiv.org/abs/2401.10298
The Berezin range of a bounded operator $T$ acting on a reproducing kernel Hilbert space $\mathcal{H}$ is the set $B(T)$ := $\{\langle T\hat{k}_{x},\hat{k}_{x} \rangle_{\mathcal{H}} : x \in X\}$, where $\hat{k}_{x}$ is the normalized reproducing kern
Externí odkaz:
http://arxiv.org/abs/2401.03176
We study the problem of modeling a population of agents pursuing unknown goals subject to unknown computational constraints. In standard models of bounded rationality, sub-optimal decision-making is simulated by adding homoscedastic noise to optimal
Externí odkaz:
http://arxiv.org/abs/2312.04030
We present a model of pragmatic language understanding, where utterances are produced and understood by searching for regularized equilibria of signaling games. In this model (which we call ReCo, for Regularized Conventions), speakers and listeners s
Externí odkaz:
http://arxiv.org/abs/2311.09712
Autor:
Uppal, Namita, Ganesh, Shashikiran, Joshi, Santosh, Sarkar, Mrinmoy, Prajapati, Prachi, Dileep, Athul
Dust is a ubiquitous component in our Galaxy. It accounts for only $1\%$ mass of the ISM but still is an essential part of the Galaxy. It affects our view of the Galaxy by obscuring the starlight at shorter wavelengths and re-emitting in longer wavel
Externí odkaz:
http://arxiv.org/abs/2311.09617