Travelled to:1 × Canada
1 × Finland
1 × France
1 × Germany
1 × Israel
1 × United Kingdom
2 × China
2 × USA
Collaborated with:J.G.Schneider K.Kandasamy S.Singh S.J.Reddi S.Kirshner A.Lörincz C.Szepesvári R.Greiner J.B.Oliva D.J.Sutherland Z.Ghahramani A.Krishnamurthy L.A.Wasserman L.Li Y.Abbasi-Yadkori N.R.Sturtevant
Talks about:distribut (3) measur (3) depend (3) learn (3) diverg (2) renyi (2) estim (2) use (2) nonparametr (1) schweizer (1)
Person: Barnabás Póczos
DBLP: P=oacute=czos:Barnab=aacute=s
Contributed to:
2015201420142013
201320122010200920082005Wrote 11 papers:
- ICML-2015-KandasamySP #modelling #optimisation
- High Dimensional Bayesian Optimisation and Bandits via Additive Models (KK, JGS, BP), pp. 295–304.
- ICML-c1-2014-SinghP #difference #estimation #exponential
- Generalized Exponential Concentration Inequality for Renyi Divergence Estimation (SS, BP), pp. 333–341.
- ICML-c2-2014-KrishnamurthyKPW #estimation #parametricity
- Nonparametric Estimation of Renyi Divergence and Friends (AK, KK, BP, LAW), pp. 919–927.
- ICML-c3-2013-OlivaPS
- Distribution to Distribution Regression (JBO, BP, JGS), pp. 1049–1057.
- ICML-c3-2013-ReddiP #dependence #invariant #metric
- Scale Invariant Conditional Dependence Measures (SJR, BP), pp. 1355–1363.
- KDD-2013-SutherlandPS #learning #matrix #rank
- Active learning and search on low-rank matrices (DJS, BP, JGS), pp. 212–220.
- ICML-2012-PoczosGS #dependence #kernel #metric
- Copula-based Kernel Dependency Measures (BP, ZG, JGS), p. 213.
- ICML-2010-LiPSG #learning #parametricity
- Budgeted Distribution Learning of Belief Net Parameters (LL, BP, CS, RG), pp. 879–886.
- ICML-2009-PoczosASGS #exclamation #learning
- Learning when to stop thinking and do something! (BP, YAY, CS, RG, NRS), pp. 825–832.
- ICML-2008-KirshnerP #dependence #using
- ICA and ISA using Schweizer-Wolff measure of dependence (SK, BP), pp. 464–471.
- ICML-2005-PoczosL #analysis #independence #using
- Independent subspace analysis using geodesic spanning trees (BP, AL), pp. 673–680.