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Explores methods for interpreting complex neural networks, introducing ACD and AWD techniques. Advocates for a quality-controlled data science lifecycle to ensure trustworthy model interpretation.
Explore Euler systems and the Bloch-Kato conjecture in relation to automorphic forms, delving into advanced mathematical concepts and their applications.
Breaking heat kernel estimates on Riemannian manifolds by analyzing pieces separately and reconstructing the whole. Explores Brownian motion within segments and transitions between them.
Explore the formation and evolution of singularities in compressible Euler equations, delving into mathematical intricacies and their implications for fluid dynamics.
Explore i-quantum groups, their properties, and applications in mathematics and physics. Gain insights into this advanced algebraic structure and its significance in quantum theory.
Explore homotopy patterns in group theory, delving into advanced mathematical concepts and their applications in topology and algebra.
Explore recent advancements in Ricci flow theory with mathematician Richard Bamler, delving into cutting-edge research and its implications for geometric analysis.
Explore indistinguishability obfuscation, a powerful cryptographic tool for transforming programs into incomprehensible yet functionally equivalent versions, and its applications in securing software.
Explore quantitative invertibility of non-Hermitian random matrices with Konstantin Tikhomirov in this mathematical lecture on advanced linear algebra concepts.
Explores advanced statistical methods for high-dimensional data analysis, including bias correction in linear regression, bootstrap techniques for distribution approximation, and functional estimation of mean vectors.
Explore reductive group representations over local fields with Tasho Kaletha, delving into advanced mathematical concepts and their applications in algebraic number theory.
Explore the intricacies of closed ideals in bounded operators on Lebesgue spaces, delving into advanced mathematical concepts and their implications in functional analysis.
Explore derived algebraic geometry from a classical perspective, gaining insights into this advanced mathematical field and its applications.
Quantitative analysis of field concentration in composites with closely located inclusions, focusing on optimal estimates and asymptotic characterization in various physical contexts.
Experts discuss strategies for promoting diversity and inclusion in mathematics, addressing gender gaps, language barriers, and representation of underrepresented groups to foster a more equitable and innovative mathematical community.
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