Travelled to:1 × Canada
1 × China
1 × United Kingdom
3 × USA
Collaborated with:A.Blum Y.Liang P.Awasthi N.J.A.Harvey K.Voevodski P.M.Long S.Vempala A.Beygelzimer J.Langford N.Du L.Song
Talks about:learn (5) function (4) cluster (3) similar (2) local (2) submodular (1) framework (1) discrimin (1) algorithm (1) interact (1)
Person: Maria-Florina Balcan
DBLP: Balcan:Maria=Florina
Contributed to:
2014
2014
2012201120082006Wrote 8 papers:
- ICML-c2-2014-AwasthiBV #algorithm #clustering #interactive
- Local algorithms for interactive clustering (PA, MFB, KV), pp. 550–558.
- ICML-c2-2014-DuLBS #information management #learning #network
- Influence Function Learning in Information Diffusion Networks (ND, YL, MFB, LS), pp. 2016–2024.
- STOC-2014-AwasthiBL #learning #linear #locality #power of
- The power of localization for efficiently learning linear separators with noise (PA, MFB, PML), pp. 449–458.
- ICALP-v1-2012-BalcanL #clustering
- Clustering under Perturbation Resilience (MFB, YL), pp. 63–74.
- STOC-2011-BalcanH #learning
- Learning submodular functions (MFB, NJAH), pp. 793–802.
- STOC-2008-BalcanBV #clustering #framework #similarity
- A discriminative framework for clustering via similarity functions (MFB, AB, SV), pp. 671–680.
- ICML-2006-BalcanB #formal method #learning #on the #similarity
- On a theory of learning with similarity functions (MFB, AB), pp. 73–80.
- ICML-2006-BalcanBL #learning
- Agnostic active learning (MFB, AB, JL), pp. 65–72.